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Text Alignment on MusicEval (test)

0.028MSEDeRA-MOS (Full)
0.021160.067330.11350.15967Jun 8, 2026

Evaluation results

MethodLinks
DeRA-MOS (Full)configuration=Complete system (LBALR + LSAMA)2026.060.0280.9580.9560.835
DORA-MOS + Alignment (LSAMA)loss_function=Score-Anchored Modality Alignment (LSAMA)2026.060.030.9560.9540.832
DORA-MOS + Ranking (LBALR)loss_function=Batch-Aware Listwise Ranking (LBALR)2026.060.0310.9460.940.789
DORA-MOSstatus=Official reported result2026.060.0330.9460.9440.809
DRASPstatus=Official reported result2026.060.0580.8970.890.726
DORA-MOS (Reproduced)status=Locally reproduced baseline2026.060.060.9560.9520.835
QAMROstatus=Official reported result2026.060.1090.9180.9160.763
MusicEval-Baselinestatus=Official reported result2026.060.1990.7440.7240.532