ZeyuLing/music-to-dance-aistpp-leaderboard

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linked in READMEs

Aug 31, 2026

updated

static
Browse cluster: Motion Capture & Dance Synthesis Leaderboards

README

Music-to-Dance · AIST++

Static Motius leaderboard for music-conditioned dance generation on the official 40-case AIST++ cross-modal evaluation package.

The table evaluates Bailando, EDGE, TM2D, and UniMuMo with the released Bailando FID_k, FID_g, diversity, and beat protocol, and adds Motius normalized uTMR FID on canonical 30 fps SMPL-22 joints. The qualitative explorer compares GT and all four methods across all 40 cases. Each scene overlays the method's native AIST++ SMPL-24 skeleton on the corresponding SMPL Mesh and synchronizes playback to the official AIST music. Joint-only outputs expose position-IK MPJPE; EDGE's rotation-native mesh decode does not use IK. Every viewport supports drag-to-orbit, wheel zoom, and view reset.

Files

  • index.html: benchmark table, metric comparison, protocol, and audit links.
  • leaderboard.js: ranking, sorting, charts, and data rendering.
  • music_to_dance_results.json: machine-readable evaluated results.
  • cases/: all-case audio-synchronized native-skeleton and SMPL-Mesh comparison.
  • cases/audio_manifest.json: official audio provenance, clip durations, and hashes.

GT is shown as a reference row and is excluded from best/second-best ranking. Paper-reported values are parity targets, not leaderboard submissions.

Contributors

ZeyuLing

34 commits

ZeyuLing/music-to-dance-aistpp-leaderboard

Space

0

stars

34

commits

1

linked in READMEs

Aug 31, 2026

updated

static
Browse cluster: Motion Capture & Dance Synthesis Leaderboards

README

Music-to-Dance · AIST++

Static Motius leaderboard for music-conditioned dance generation on the official 40-case AIST++ cross-modal evaluation package.

The table evaluates Bailando, EDGE, TM2D, and UniMuMo with the released Bailando FID_k, FID_g, diversity, and beat protocol, and adds Motius normalized uTMR FID on canonical 30 fps SMPL-22 joints. The qualitative explorer compares GT and all four methods across all 40 cases. Each scene overlays the method's native AIST++ SMPL-24 skeleton on the corresponding SMPL Mesh and synchronizes playback to the official AIST music. Joint-only outputs expose position-IK MPJPE; EDGE's rotation-native mesh decode does not use IK. Every viewport supports drag-to-orbit, wheel zoom, and view reset.

Files

  • index.html: benchmark table, metric comparison, protocol, and audit links.
  • leaderboard.js: ranking, sorting, charts, and data rendering.
  • music_to_dance_results.json: machine-readable evaluated results.
  • cases/: all-case audio-synchronized native-skeleton and SMPL-Mesh comparison.
  • cases/audio_manifest.json: official audio provenance, clip durations, and hashes.

GT is shown as a reference row and is excluded from best/second-best ranking. Paper-reported values are parity targets, not leaderboard submissions.

Contributors

ZeyuLing

34 commits