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Singing Accompaniment Generation on MUSDB18 (test)

59.5APAMIDI-SAG (w/o ground truth vocal MIDI)
-2.3813.68529.7545.815Feb 24, 2026

Evaluation results

MethodLinks
MIDI-SAG (w/o ground truth vocal MIDI)Training data (hrs)=2.5k, Base generation length=47s, Longer generation=✓, Text control capability=✓2026.0259.5
AnyAccompTraining data (hrs)=8k, Base generation length=10s, Longer generation=x, Text control capability=x2026.0245.7
FastSAGTraining data (hrs)=3k, Base generation length=10s, Longer generation=x, Text control capability=x2026.020