Music Musicality Assessment on CMI-RewardBench (PAM)
0.6977SRCCSongEval-RM
Evaluation results
| Method | Links | |
|---|---|---|
| SongEval-RMTrain Inputs=A, Train Data=5-axis MOS, Encoder=MuQ-large2026.06 | 0.6977 | |
| TuneJury (A only)Train Inputs=TA, Train Data=17.5K, Encoder=CLAP+MERT, Inference Prompt=empty2026.06 | 0.6731 | |
| CMI-RMTrain Inputs=TLRA, Train Data=+110K pseudo, Encoder=MuQ-MuLan2026.06 | 0.6606 | |
| TuneJury, -MA (T+A)Train Inputs=TA, Train Data=17K, Encoder=CLAP+MERT2026.06 | 0.6381 | |
| TuneJury, -SE (T+A)Train Inputs=TA, Train Data=15K, Encoder=CLAP+MERT2026.06 | 0.6331 | |
| TuneJury, -MP (T+A)Train Inputs=TA, Train Data=15.5K, Encoder=CLAP+MERT2026.06 | 0.6238 | |
| TuneJury, MuQ (T+A)Train Inputs=TA, Train Data=17K, Encoder=MuQ-MuLan2026.06 | 0.6146 | |
| TuneJury (T+A)Train Inputs=TA, Train Data=17.5K, Encoder=CLAP+MERT2026.06 | 0.61 | |
| PAM scoreTrain Inputs=A, Mode=zero-shot, Encoder=MS-CLAP2026.06 | 0.6098 | |
| Audiobox-AestheticsTrain Inputs=A, Train Data=4-axis MOS2026.06 | 0.537 | |
| MuQ-Eval-A1Train Inputs=A, Train Data=2-axis MOS, Encoder=MuQ-large2026.06 | 0.4995 |