datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
finevisionmax-strict-ans-ablation
FineVisionMax — Strict Numerical Ablation
Filtered subset of HuggingFaceM4/FineVisionMax,
for an ablation study on the emergence of approximate-number-system (ANS)
representations in vision-language models.
Filter
Strict ablation: rows where ANY user or assistant turn contains a match from
any of 15 categories spanning the REMOVE class (digits, number words,
counting verbs, comparisons, ordinals, etc.) and the EXPERIMENT class (vague
quantifiers, absence… See the full description on the dataset page: https://huggingface.co/datasets/WenqingCao/finevisionmax-strict-ans-ablation.gameplay-benchmark-strict
Strict Gameplay Benchmark
This public release contains 1079 five-second gameplay clips
from 303 canonical game rows. Every clip is 1280x720, 30 FPS,
150 frames, H.264, and passed the strict black-frame, geometry, and dense content
gates. Videos are stored without recompression in benchmark_videos.zip.
benchmark_annotations.json contains one benchmark_clip annotation per archived
video and maps every record to its published_video_path. Source-specific license
review metadata is… See the full description on the dataset page: https://huggingface.co/datasets/shuaishuaicdp/gameplay-benchmark-strict.metaworld_spatial_cardinal_15cm_strict_50deg_close_high_approach_improved_mwThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "metaworld",
"total_episodes": 800,
"total_frames": 97649,
"total_tasks": 8,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 24,
"splits": {
"train": "0:800"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ccwatson/metaworld_spatial_cardinal_15cm_strict_50deg_close_high_approach_improved_mw.metaworld_spatial_diagonal_15cm_strict_50deg_close_high_approach_improved_mwThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "metaworld",
"total_episodes": 800,
"total_frames": 99144,
"total_tasks": 8,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 24,
"splits": {
"train": "0:800"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ccwatson/metaworld_spatial_diagonal_15cm_strict_50deg_close_high_approach_improved_mw.floorplan-aligned-strictCAD-experiment-manifests-seed42-vision-qwen3vl32b-v1-strict-coder-v1metaworld_spatial_cardinal_and_diagonal_15cm_strict_50deg_close_high_approach_improved_mwThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "metaworld",
"total_episodes": 1600,
"total_frames": 196793,
"total_tasks": 16,
"total_videos": 0,
"total_chunks": 2,
"chunks_size": 1000,
"fps": 24,
"splits": {
"train": "0:1600"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": null,
"features": {… See the full description on the dataset page: https://huggingface.co/datasets/ccwatson/metaworld_spatial_cardinal_and_diagonal_15cm_strict_50deg_close_high_approach_improved_mw.metaworld_spatial_diagonal_15cm_strict_50deg_close_high_approach_improved_mw_target_v2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "metaworld",
"total_episodes": 800,
"total_frames": 99344,
"total_tasks": 8,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 24,
"splits": {
"train": "0:800"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/ccwatson/metaworld_spatial_diagonal_15cm_strict_50deg_close_high_approach_improved_mw_target_v2.metaworld_spatial_cardinal_15cm_strict_50deg_close_high_approach_improved_mw_target_v2mw_spatial_cardinal_and_diagonal_15cm_strict_50deg_close_high_approach_improved_mw_target_v2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "metaworld",
"total_episodes": 1600,
"total_frames": 196926,
"total_tasks": 16,
"total_videos": 0,
"total_chunks": 2,
"chunks_size": 1000,
"fps": 24,
"splits": {
"train": "0:1600"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": null,
"features": {… See the full description on the dataset page: https://huggingface.co/datasets/ccwatson/mw_spatial_cardinal_and_diagonal_15cm_strict_50deg_close_high_approach_improved_mw_target_v2.coco_strict_selected_dataset_3000dataset-antarctique-strict-2026object_detection_bbox_merged_coco_strict_selected_3000open_image_v7_strict_selectedstrictnone-strict