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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 4 new columns ({'second_node_annot_id', 'first_node_annot_id', 'description', 'relation_id'}) and 4 missing columns ({'indices', 'verified', 'annot_id', 'label'}).

This happened while the json dataset builder was generating data using

hf://datasets/xg-123/HHOpenFunGraph/compat/FunGraph3D/FunGraph3D.relations.json (at revision bfc9d7f9f4ff320380c82b5ab061a526b69b7f30), [/tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/annotations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/annotations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.annotations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.annotations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.relations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.relations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_edges.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_edges.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_labels.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_labels.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.annotations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.annotations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.relations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.relations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_edges.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_edges.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_labels.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_labels.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/metadata.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/metadata.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/relations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/relations.json)], ['hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/annotations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.annotations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.relations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_edges.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_labels.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.annotations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.relations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_edges.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_labels.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/metadata.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/relations.json']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              relation_id: string
              scene_id: string
              description: string
              first_node_annot_id: string
              second_node_annot_id: string
              record_camera: extension<arrow.json>
              -- schema metadata --
              huggingface: '{"info": {"features": {"relation_id": {"dtype": "string", "' + 285
              to
              {'annot_id': Value('string'), 'scene_id': Value('string'), 'indices': List(Value('int64')), 'label': Value('string'), 'record_camera': Json(decode=True), 'verified': Value('bool')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 4 new columns ({'second_node_annot_id', 'first_node_annot_id', 'description', 'relation_id'}) and 4 missing columns ({'indices', 'verified', 'annot_id', 'label'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/xg-123/HHOpenFunGraph/compat/FunGraph3D/FunGraph3D.relations.json (at revision bfc9d7f9f4ff320380c82b5ab061a526b69b7f30), [/tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/annotations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/annotations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.annotations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.annotations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.relations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.relations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_edges.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_edges.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_labels.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_labels.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.annotations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.annotations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.relations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.relations.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_edges.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_edges.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_labels.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_labels.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/metadata.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/metadata.json), /tmp/hf-datasets-cache/medium/datasets/36994402043752-config-parquet-and-info-xg-123-HHOpenFunGraph-f168c396/hub/datasets--xg-123--HHOpenFunGraph/snapshots/bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/relations.json (origin=hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/relations.json)], ['hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/annotations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.annotations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/FunGraph3D.relations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_edges.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/FunGraph3D/all_labels.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.annotations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/SceneFun3D.relations.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_edges.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/compat/SceneFun3D_Graph/all_labels.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/metadata.json', 'hf://datasets/xg-123/HHOpenFunGraph@bfc9d7f9f4ff320380c82b5ab061a526b69b7f30/relations.json']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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.

annot_id
string
scene_id
string
indices
list
label
string
record_camera
string
verified
bool
465347e8-606a-4807-b89e-085cf8c578f3
420683
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knob
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false
1b45ca90-7c63-4bed-945b-ee564321a724
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knob
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false
d8c8183c-8054-4101-9a2b-1d2645194360
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knob
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false
d9876b50-2eaf-4c07-8543-3f57f6813b25
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knob
{"matrixWorld":[-0.7150391634,0.6990843974,5.551115123e-17,0,-0.2698531788,-0.2760118691,0.9224948292,0,0.6449017418,0.659619931,0.3860094429,0,0.0234057763,-0.0253257022,0.0238741693,1],"dof":[0.0234057763,-0.0253257022,0.0238741693,-1.0413304226,0.7008947108,2.7807227204],"lookat":[0.0227290584,-0.0260178644,0.023469...
false
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knob
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false
bd7938dd-0f75-4e1c-84a3-aa6294dc6b36
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knob
{"matrixWorld":[-0.7150391634,0.6990843974,5.551115123e-17,0,-0.2698531788,-0.2760118691,0.9224948292,0,0.6449017418,0.659619931,0.3860094429,0,0.0234057763,-0.0253257022,0.0238741693,1],"dof":[0.0234057763,-0.0253257022,0.0238741693,-1.0413304226,0.7008947108,2.7807227204],"lookat":[0.0227290584,-0.0260178644,0.023469...
false
34ef21f3-fb41-496f-afac-632e7ad4c34b
420683
[15140,15621,17129,19240,19416,19417,20288,20306,20307,20637,21216,21429,22206,22399,22417,22425,224(...TRUNCATED)
chest of drawers / dresser
"{\"matrixWorld\":[-0.7881294718,0.6155094928,-5.551115123e-17,0,-0.1535864143,-0.1966598095,0.96836(...TRUNCATED)
false
875242c5-10d3-4dd4-95ec-d20799e913c3
420683
[163707,826461,827868,837957,838017,947634,949948,977272,979325,982120,1019869,1030136,1078217,11043(...TRUNCATED)
knob
"{\"matrixWorld\":[-0.966299173,-0.2574216547,-2.775557562e-17,0,0.1371806506,-0.5149432724,0.846176(...TRUNCATED)
false
ef11c37b-4be8-4b73-aa2e-ff2d1a9ea5ff
420683
[53299,57991,75723,75731,77055,78283,78289,78292,78295,78332,78337,78340,78344,78346,78349,78355,783(...TRUNCATED)
nightstand drawer
"{\"matrixWorld\":[-0.966299173,-0.2574216547,-2.775557562e-17,0,0.1371806506,-0.5149432724,0.846176(...TRUNCATED)
false
30b8b11f-2fa0-4121-8ee4-1c3538b597fc
420683
[14383,19182,19191,20324,21110,21690,22284,22289,22515,22520,23436,23489,24483,25912,25920,26527,289(...TRUNCATED)
lamp
"{\"matrixWorld\":[-0.869189936,-0.4944783667,-5.551115123e-17,0,0.14055284,-0.2470626063,0.95875177(...TRUNCATED)
false
End of preview.

HHOpenFunGraph

HHOpenFunGraph is an extended annotation release for OpenFunGraph. It adds dense tabletop objects and explicit hierarchical functional relationships for the FunGraph3D and modified SceneFun3D assets used by OpenFunGraph.

This repository is annotation-only. Please download the original geometry, RGB, depth, trajectory, and video assets from:

Main Files

  • annotations.json: canonical extended node annotations for both datasets.
  • relations.json: canonical extended functional relationship annotations for both datasets.
  • metadata.json: release statistics and scene grouping.
  • splits/: copied OpenFunGraph evaluation split files.
  • compat/: files split and renamed to match the original OpenFunGraph dataset layout.
  • scripts/verify_release.py: lightweight consistency checker.

Compatibility Files

For users of the original OpenFunGraph codebase:

  • compat/FunGraph3D/FunGraph3D.annotations.json
  • compat/FunGraph3D/FunGraph3D.relations.json
  • compat/FunGraph3D/all_labels.json
  • compat/FunGraph3D/all_edges.json
  • compat/SceneFun3D_Graph/SceneFun3D.annotations.json
  • compat/SceneFun3D_Graph/SceneFun3D.relations.json
  • compat/SceneFun3D_Graph/all_labels.json
  • compat/SceneFun3D_Graph/all_edges.json

The compatibility files are derived from the canonical annotations.json and relations.json; they are provided for convenience rather than as a separate source of truth.

Statistics

Split Scenes Nodes Edges Labels Edge Descriptions
All 34 1212 1030 141 60
FunGraph3D 14 750 592 117 47
SceneFun3D_Graph 20 462 438 68 33

Embeddings

This release intentionally does not include CLIP/BERT embedding arrays unless they are regenerated from the extended all_labels.json and all_edges.json files. Do not reuse embedding arrays from the original OpenFunGraph release, because the label and edge vocabularies changed.

Verify

python scripts/verify_release.py

Citation

If you use this data, please cite OpenFunGraph and the HHOpenFunGraph paper/release when available.

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