datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
clash-royale-tv-replays
Clash Royale TV Replays
Frame-by-frame gameplay recordings (~10 fps) from Clash Royale's TV Royale, covering all 31 arenas. Automated recording using tools from our github repository.
Structure
arena_{XX}/{replay_uuid}/
├── frames.parquet # Frame data
└── preview.jpg # First frame thumbnail
Parquet Schema:
frame_id (int64): Frame number
image (Image): PNG bytes
hash (string): MD5 for deduplication
Usage
from huggingface_hub import hf_hub_download… See the full description on the dataset page: https://huggingface.co/datasets/chrisrca/clash-royale-tv-replays.clash-royale-tv-replays
Clash Royale TV Replays
Frame-by-frame gameplay recordings (~10 fps) from Clash Royale's TV Royale, covering all 31 arenas. Automated recording using tools from our github repository.
Structure
arena_{XX}/{replay_uuid}/
├── frames.parquet # Frame data
└── preview.jpg # First frame thumbnail
Parquet Schema:
frame_id (int64): Frame number
image (Image): PNG bytes
hash (string): MD5 for deduplication
Usage
from huggingface_hub import hf_hub_download… See the full description on the dataset page: https://huggingface.co/datasets/Chutdedededede/clash-royale-tv-replays.xarm_lift_medium_replay_imageThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 800,
"total_frames": 20000,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 15,
"splits": {
"train": "0:800"
},
"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/lerobot/xarm_lift_medium_replay_image.xarm_push_medium_replay_imageThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 800,
"total_frames": 20000,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 15,
"splits": {
"train": "0:800"
},
"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/lerobot/xarm_push_medium_replay_image.aicapstone_group7_cutlery_v2_replayrealworld_replayed_task820alphaclash-replays
AlphaClash replay corpus
Screen recordings of Clash Royale matches from Royale TV, scraped from a
phone at 4x replay speed, each with a JSON sidecar and the deck screenshot
its decks were read from. Collected for the AlphaClash agent
(https://github.com/bednarjosef/AlphaClash) — a behaviour-cloned decision
transformer over these replays.
Layout
manifest.jsonl one row per replay (see below)
replays/shard-0000/<stem>.mp4 the recording… See the full description on the dataset page: https://huggingface.co/datasets/josefbednar/alphaclash-replays.Display_replay_attacks
Face Anti Spoofing Replay Dataset
iBeta Level 1 Dataset
Liveness Detection: Replay attacks. 5,000+ videos of display replay monitor attacks 12+ sec and real photos. The attacks provide diversity of lighting, devices, and screens
Full version of dataset is availible for commercial usage - leave a request on our website Axon Labs to purchase the dataset 💰
Left: Real selfie; Right: Display attack
Left: Real selfie; Right: Display attack
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/Display_replay_attacks.realworld_replay_task820_firm_gentle_mixed_currentrealworld_replay_task820_firm_mixedworldforge-go2-dimos-replay-world-pairs
WorldForge Go2 DimOS Replay World Pairs
This dataset is a compact, derived world-model dataset built from public
dimensionalOS/dimos Unitree Go2 replay assets.
Companion benchmark: go2-air-controlbench-v1
provides measured command-to-outcome trials on a real Go2 (commands, no images). This
dataset provides the robot-POV image pairs (images, no commands). Together they cover the
visual and control halves of the WorldForge score workflow.
New — expanded config:… See the full description on the dataset page: https://huggingface.co/datasets/espejelomar/worldforge-go2-dimos-replay-world-pairs.realworld_replayed_task820_firmrealworld_replayed_task820_firmIDRnD-Replayoriginal dataset source: https://www.kaggle.com/datasets/nurmukhammed7/idrd-train-set
realworld_replay_task820_firm_mixed_currentaloha_stationary_replay_test_v3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "aloha-stationary",
"total_episodes": 1,
"total_frames": 800,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 50,
"splits": {
"train": "0:1"
},
"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/ccop/aloha_stationary_replay_test_v3.hilserl_so100_pickplacecube_v0_replay_bufferThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": null,
"total_episodes": 40,
"total_frames": 4816,
"total_tasks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:40"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
"features": {… See the full description on the dataset page: https://huggingface.co/datasets/jpizarrom/hilserl_so100_pickplacecube_v0_replay_buffer.replay_test_1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "hdas_robot",
"total_episodes": 1,
"total_frames": 624,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:1"
},
"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/rliu71129/replay_test_1.replay_test_0This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "hdas_robot",
"total_episodes": 1,
"total_frames": 624,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:1"
},
"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/rliu71129/replay_test_0.aicapstone_group7_cutlery_v2_replay_2maniskill2-replayed-trajectoriesMedical-CLreplay-flux-kontext-pairsaicapstone_group7_cutlery_v2_replay_abandonedaicapstone_group7_cutlery_v2_replay_3