Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 290, in _generate_tables
                  pa_table = paj.read_json(
                      io.BytesIO(batch), read_options=paj.ReadOptions(block_size=block_size)
                  )
                File "pyarrow/_json.pyx", line 342, in pyarrow._json.read_json
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
                  raise convert_status(status)
              pyarrow.lib.ArrowInvalid: JSON parse error: Column() changed from object to number in row 0
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 101, in _split_generators
                  pa_table = next(iter(self._generate_tables(**splits[0].gen_kwargs, allow_full_read=False)))[1]
                             ~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 304, in _generate_tables
                  batch = json_encode_fields_in_json_lines(original_batch, json_field_paths)
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/json.py", line 111, in json_encode_fields_in_json_lines
                  examples = [ujson_loads(line) for line in original_batch.splitlines()]
                              ~~~~~~~~~~~^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/json.py", line 20, in ujson_loads
                  return pd.io.json.ujson_loads(*args, **kwargs)
                         ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
              ValueError: Expected object or value
              
              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/split_names.py", line 68, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ~~~~~~~~~~~~~~~~~~~~~~~^
                      path=dataset,
                      ^^^^^^^^^^^^^
                      config_name=config,
                      ^^^^^^^^^^^^^^^^^^^
                      token=hf_token,
                      ^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                      path,
                  ...<6 lines>...
                      **config_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

ICIL competition pools

Evaluation pools for the RoboTensor one-demonstration in-context imitation learning competition. A pool is the content-addressed set of tasks, initial states and demonstrations every duel draws its units from. Its id is a hash of the whole manifest and is pinned in the validator's spec.json, which refuses to run on a pool that does not match — so a duel's published pool_id says exactly which data it ran on.

pools/2026.09-v2

pool_id ae9645cdbc2ed24cdbea436d6677925070f0a4221c604a09e18c96dbd0dad83a — 98 tasks, 730 demonstrations, one directory per artefact kind.

Skill Tasks Variants Eligible per perturbation
pick_and_place 27 LIBERO base + 21 LIBERO-Gen object-swap level 135, pro_swap 27, pro_pose 27, table 50, lighting 27 spatial 188, environment 77, object 21
draw_anything 50 human drawings (DrawAnything-Sim eval_handmade) rotation 50

Pick-and-place scope follows the Behavior Prompting paper's definition — one grasp stage then one place stage — so drawer, stove, push and chained tasks are excluded.

pool.json          the manifest: tasks, variants, per-skill eligibility, pool_id
bddl/<group>/…     LIBERO BDDL files (originals, LIBERO-PRO swaps, table-swapped rewrites)
init/<group>/…     LIBERO initial states as npz
demos/<task>/…     demonstrations as npz — LIBERO cameras, proprioception and actions, or the
                   drawing board's frames, pen state, actions and the strokes drawn

Drawing tasks carry no initial-state file: a unit's board angle and pen start are derived from the task id and instance index, so they are reproducible from the published record alone.

Using it

icilval pools pull --dest ./pools --version 2026.09-v2
icilval pools verify ./pools/2026.09-v2

Provenance

Built from yifengzhu-hf/LIBERO-datasets, zhouxueyang/LIBERO-Pro, austinpatel/libero_gen_goal_chain_hdf5, austinpatel/libero_gen_spatial_combination_hdf5 and austinpatel/drawanything_sim. Organizer-generated tasks — held-out object pairings and procedural drawings — are never published as training data.

MIT, following Behavior Prompting Policy and LIBERO; LIBERO-PRO data is CC-BY-4.0.

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