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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type struct<frame: int64, predicate_index: int64> to null
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2118, in cast_array_to_feature
                  casted_array_values = _c(array.values, feature.feature)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2152, in cast_array_to_feature
                  return array_cast(
                      array,
                  ...<2 lines>...
                      allow_decimal_to_str=allow_decimal_to_str,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2016, in array_cast
                  raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
              TypeError: Couldn't cast array of type struct<frame: int64, predicate_index: int64> to null
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1879, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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action_chunk_sha256
list
bddl
string
bddl_sha256
string
claim_boundary
string
data_role
string
done
bool
elapsed_seconds
float64
first_success_step
int64
generated_at
timestamp[s]
git_dirty
bool
git_revision
string
initial_state
dict
natural_invalidation_event_count
int64
natural_invalidation_events
list
plan
dict
policy_queries
int64
policy_steps
int64
predicates
list
query_seconds
list
reward
float64
rollout
dict
schema_version
int64
simulator_revision
string
status
string
success
bool
task_instruction
string
task_name
string
trace
dict
[ "1efc6f6b5f218a7da5b8b663a4fb5aa16ee7491b41508ae6ae0a411344ab3ec8", "53833469283c599d26b8576f66764808ab0a7fb9ac0d2d5d7953d9179018e78c", "bbb4157f08136e4d11d0a9769a7075db2e6957728bf851196f6cf1c22cdc0fa2", "de5896c6868510cf6b138c05f0c46abf1e4680be167f516171ab17911fc5f1ac", "2752b18fb1be731dd5a26d33a1f531658df...
/HELIOS/Benchmarks/SCVLA/upstream/LIBERO/libero/libero/bddl_files/libero_10/LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket.bddl
2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
34.358857
259
2026-10-05T05:21:02
false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
{ "seed": 0, "source": "random_reset", "state_sha256": "f077666b01e58bd01e20599cf5f34f30ba56e4a7dc1711fc5e6f9969321e1929" }
0
[]
{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
33
259
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
[ 0.5009533369993733, 0.747327253999174, 0.4997693830009666, 0.5787592899996525, 0.7330383389999042, 0.5753955979998864, 0.6905125040011626, 0.9228177449986106, 0.9105668550000701, 0.8650053349992959, 0.8483320490013284, 0.8692129430000932, 1.1699542879996443, 0.882619578998856, 0.83325918...
1
{ "artifact_stem": "task-00--random_reset-000000--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 0, "initial_state_id": 0, "initial_state...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 259, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 260, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 260, 2...
[ "1afd7e123d03ace6d483b96c15850375d84332f64a3683569f291492ee49b007", "a4ea12d6fc3869a67b34df97fcb4a71ab0e5ff958bd6a2d754af52c4e54eb39e", "e3000187b57582dc686f255db17901d5af1966b4fc26fab1943b1fe6e0743cb6", "fa64cabd7ef25e0f064901d0ee22a009aada7be794cd5bf3013a8c1e2cd44ef6", "46303267b0439219d953ee390154ddba091...
/HELIOS/Benchmarks/SCVLA/upstream/LIBERO/libero/libero/bddl_files/libero_10/LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket.bddl
2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
35.049149
263
2026-10-05T05:21:08
false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
{ "seed": 1, "source": "random_reset", "state_sha256": "4d882e8c14bebe3caefdf103f8b7913c70c250c25ff922b2af8b86c74b15ad67" }
0
[]
{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
33
263
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
[ 0.7010014030001912, 0.8354084210004658, 0.9281269740004063, 0.8908328709985653, 0.8702959620004549, 0.8707496690003609, 1.180641638000452, 0.9096428499997273, 0.8725246060002974, 0.8325675510004658, 0.8496509479991801, 0.8947542309997516, 0.8733249140004773, 0.8742988730009529, 0.7914589...
1
{ "artifact_stem": "task-00--random_reset-000001--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 1, "initial_state_id": 1, "initial_state...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 263, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 264, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 264, 2...
[ "72c44b6d7399aed3c564f25e38c0410a226861f5d1c42fe94983665b070dbebf", "4149d1cadb259207da4b76315ada3ec81d9168c2864ac399645d25ecee24a085", "a088a5e73f67c912ac79c5c9db1be3bbf2f0cac750fcc10a3f15def93efb346a", "1ce98dc102acd65bf062066c7db2a26262d7917f66f7495556904b596267baf1", "2b191d4b51d3aa972a9a712f0ed6758f30e...
/HELIOS/Benchmarks/SCVLA/upstream/LIBERO/libero/libero/bddl_files/libero_10/LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket.bddl
2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
41.974605
309
2026-10-05T05:21:51
false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
{ "seed": 2, "source": "random_reset", "state_sha256": "6245abdf520a9d0333f10436990f2bfcfc67fdbc4e5d82d8b0569262fa29493c" }
0
[]
{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
39
309
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
[ 0.49124345400014136, 0.48660113000005367, 0.773994090000997, 0.5502784480013361, 0.566992953999943, 0.49915170399981434, 0.4934371929994086, 0.5406696280006145, 0.8599270710001292, 1.076845534998938, 0.9718923270011146, 0.8685166070008563, 0.8716829189997952, 0.9972642859993357, 0.864025...
1
{ "artifact_stem": "task-00--random_reset-000002--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 2, "initial_state_id": 2, "initial_state...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 309, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 310, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 310, 2...
[ "416ad389c823c4af5eed488cc974d890d83f45997bb5011acebb3025ebb534d7", "38ccb148abfe713e9c2137960ef3730d7155af7d6c75adb9f5a10e0e2a54908b", "993c899e533ea19d117b6f727ac051eee12cce3434e8080ebee63a98e27b3225", "767b3faf70c644a0bcac44eeb623d6d5cd4a45b6f266758b23a0bd7a2bea782b", "04bdf3e4cb6ba51357e237aad79a9a956db...
/HELIOS/Benchmarks/SCVLA/upstream/LIBERO/libero/libero/bddl_files/libero_10/LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket.bddl
2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
43.371403
336
2026-10-05T05:21:58
false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
{ "seed": 3, "source": "random_reset", "state_sha256": "a648556866a30cf5808c10975bb09e12a44721e7956a74a73ae1a7003a869729" }
0
[]
{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
42
336
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
[ 0.844929699000204, 1.1162985669998307, 0.7520567520004988, 0.8635066699989693, 0.8643573230001493, 0.6469670710011997, 0.9657319050002116, 0.8721519820010144, 0.83700368800055, 0.8418769740001153, 0.8609064350002882, 1.259001296999486, 0.9825320020008803, 0.9752405440012808, 0.9986621459...
1
{ "artifact_stem": "task-00--random_reset-000003--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 3, "initial_state_id": 3, "initial_state...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 336, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 337, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 337, 2...
[ "62474a289b17325ca21985c3730eacd1ca955189c8a5b1ef1db48e1aa85e8111", "ea12800f4257b881d9398d9320f015cf03e13fcea6cc51e65c02539641912010", "792cc47282ce05981e8322dde805c4f4e6c1b7e578f9e86ee207d12994fe60d7", "896409bb67c8c949cea6b6a14aeff9f57f7582bb85f346bf544af1a20c0da0cd", "649dd11c5580c3a204828e5c24c6899a03d...
/HELIOS/Benchmarks/SCVLA/upstream/LIBERO/libero/libero/bddl_files/libero_10/LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket.bddl
2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
false
78.86564
null
2026-10-05T05:23:24
false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
{ "seed": 5, "source": "random_reset", "state_sha256": "2feb0a128b109f5d984642d08360b842dc4abadf622528f3948cefa9e68401fe" }
0
[]
{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
75
600
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
[ 0.8661748859994987, 0.8678697169998486, 1.0873386549992574, 0.8659244290010975, 0.8567989359999046, 0.8519214520001697, 0.8586644780007191, 0.8768010679996223, 1.1434916649996012, 0.8447320290015341, 0.8645692729987786, 0.8603233789999649, 1.1453118760000507, 0.8465203059986379, 0.862125...
0
{ "artifact_stem": "task-00--random_reset-000005--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 5, "initial_state_id": 5, "initial_state...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
false
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 600, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 601, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 601, 2...
[ "00a9dee0c59c9aca3ef15fdeb28bf0e4bb3f7ba4261e14d1defa23ef8239c89e", "9aec72de2cc9a1fdfc9aaa9ad22283777876eae8df4dd528d410d750bef04b13", "a957caef056f79f7f2ddc9d14ce932e29fb5fcabfdd682346ef45665381ca7b9", "550f77e9a85252f9a45eef43075ab80be3e3dfd6f22c476746cc54ac94d636fa", "5c00071aed57c32de03c168dd0e1d6d3799...
/HELIOS/Benchmarks/SCVLA/upstream/LIBERO/libero/libero/bddl_files/libero_10/LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket.bddl
2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
32.694866
260
2026-10-05T05:23:31
false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
{ "seed": 6, "source": "random_reset", "state_sha256": "f519d3aa89570c76e1bb784f3c8469c98334d476b01f5cb75d165a24dee40146" }
0
[]
{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
33
260
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
[ 0.8617870080015564, 0.8657160169987037, 1.1150846529999399, 0.8670213519999379, 0.8594757669998216, 0.8642066740012524, 0.8682782050000242, 1.0940848519985593, 0.8708578750010929, 0.8593710160002956, 0.847810578001372, 1.023102094000933, 0.9294194820013217, 0.8768844820006052, 0.81784219...
1
{ "artifact_stem": "task-00--random_reset-000006--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 6, "initial_state_id": 6, "initial_state...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
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280
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 311, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 312, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 312, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 283, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 284, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 284, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 265, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 266, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 266, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
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{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 261, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 262, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 262, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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2026-10-05T05:28:17
false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
{ "seed": 17, "source": "random_reset", "state_sha256": "359c7089c6856cc6105975154323a7d30953f61fc18a4085a98fccb9849ac880" }
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75
600
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
[ 0.5126003500008665, 0.48711788799846545, 0.4857847879975452, 0.7876739210005326, 0.4918578830001934, 0.5690403170010541, 0.48947624699940206, 0.48687843899824657, 0.5514878289977787, 0.8702052899971022, 1.0740654559995164, 0.8704743679991225, 0.870865272001538, 0.8650473509987933, 0.8411...
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{ "artifact_stem": "task-00--random_reset-000017--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 17, "initial_state_id": 17, "initial_sta...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
false
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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44.264264
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f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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37
289
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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{ "artifact_stem": "task-00--random_reset-000018--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 18, "initial_state_id": 18, "initial_sta...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
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false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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36
281
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
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false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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31
247
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 247, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 248, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 248, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
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f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
32
253
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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1
{ "artifact_stem": "task-00--random_reset-000023--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 23, "initial_state_id": 23, "initial_sta...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 253, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 254, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 254, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
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2026-10-05T05:30:54
false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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{ "artifact_stem": "task-00--random_reset-000025--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 25, "initial_state_id": 25, "initial_sta...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 249, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 250, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 250, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
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false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
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294
[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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{ "artifact_stem": "task-00--random_reset-000026--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 26, "initial_state_id": 26, "initial_sta...
1
8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
true
put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
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false
f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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{ "generation_git_revision": "d42c797cbe6e7339b0bd90d502dc18f5430ccf8d", "path": "/HELIOS/Robotics/SCVLA-update-natural-v3/configs/updates/natural_error_v3_rollout_plan_v1.json", "sha256": "79b05325ba9fbaa840fedf1d43c1adda485028db44ddd5d3ee86edf23050048f" }
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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{ "artifact_stem": "task-00--random_reset-000028--controller-seed-000000", "controller_checkpoint": "moojink/openvla-7b-oft-finetuned-libero-10", "controller_checkpoint_revision": "95220f9a3421a7ff12d4218e73d09ade830fa9a3", "controller_seed": 0, "environment_seed": 28, "initial_state_id": 28, "initial_sta...
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 267, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 268, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 268, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
{ "arrays": { "actions": { "dtype": "float32", "shape": [ 600, 7 ] }, "continuation_required": { "dtype": "uint8", "shape": [ 601, 2 ] }, "historical_invalidation": { "dtype": "uint8", "shape": [ 601, 2...
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
true
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f6ee7ce41bd68e4f83fe8c03e776874da71563ba
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[ [ "in", "alphabet_soup_1", "basket_1_contain_region" ], [ "in", "tomato_sauce_1", "basket_1_contain_region" ] ]
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8f1084e3132a39270c3a13ebe37270a43ece2a01
completed
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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2e661058917f683a25bce480015197f0a2c1911bcbc2b9dd9d947199069c9618
This is one fixed-controller natural-error data rollout, not a verifier, localization, recovery, or task-improvement result.
v3-collection
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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put both the alphabet soup and the tomato sauce in the basket
LIVING_ROOM_SCENE2_put_both_the_alphabet_soup_and_the_tomato_sauce_in_the_basket
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End of preview.

SC-VLA datasets

This private dataset registry stores SC-VLA-derived LIBERO commitment, predicate-validity, perturbation, consumer-deadline, and executed-subtask datasets used by the registered paper experiments.

The original LIBERO dataset is not mirrored. LIBERO releases its datasets under CC BY 4.0; SC-VLA derived artifacts preserve that attribution and must be used with the upstream LIBERO citation. RGB-D memmap caches and frozen OpenVLA feature caches are reproducible intermediates and are intentionally excluded.

Every published release has a manifest containing file sizes, SHA-256 digests, source Git revision, and immutable Hub paths. In-progress collections are not eligible for publication.

Source and protocols: https://github.com/heliosink/SCVLA

Upstream LIBERO project: https://github.com/Lifelong-Robot-Learning/LIBERO

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