2026
CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction
ICML 2026poster
While music generation models have evolved to handle complex multimodal inputs mixing text, lyrics, and reference audio, evaluation mechanisms have lagged behind, remaining fragmented and narrowly focused. In this paper, we bridge this critical gap by establishing a comprehensive ecosystem for Compo…