Motius / AIST++

Dance-to-Music Leaderboard

Music generated from motion, evaluated on the public D2M-GAN 86-segment AIST++ protocol.

Open all 86 cases โ†—

UniMuMo Reproduction

Official checkpoint, no text prompt, CFG 3, temperature 1.0, top-k 250.

Beat Count Ratio is best near 100%; values above 100% indicate excess detected beat bins.

Motius Results

One macro average over the same 86 two-second clips used by the paper.

MethodVersionBeat Count Ratio (target 100%)Beat Hit โ†‘Resources

Paper Results

Values transcribed from UniMuMo Table 2 under the same D2M-GAN protocol.

MethodSourceBeat Count Ratio (target 100%)Beat Hit โ†‘

Protocol

86 clipsPublic D2M-GAN AIST++ test list, each clip exactly two seconds.
22.05 kHzOfficial librosa onset detector followed by one-second binary beat bins.
Macro averagePer-clip Beat Count Ratio and Beat Hit, then averaged over clips.