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SongBench: A Fine-Grained Multi-Aspect Benchmark for Song Quality Assessment

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1 SIGNALFIRST DETECTED 30 April 2026
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25 Mar
MuQ-Eval: An Open-Source Per-Sample Quality Metric for AI Music Generation Evaluation

arXiv:2603.22677v1 Announce Type: new Abstract: Distributional metrics such as Fr\'echet Audio Distance cannot score individual music clips and correlate poorly with human

REPORT · HOW · ArXiv CS.AIOPEN STORY
5 Oct
TasteBench: Multimodal Benchmark for Sensory Prediction, from Molecules to Sustainable Foods

arXiv:2610.02599v1 Announce Type: new Abstract: Sustainable protein discovery lacks the fast computational proxies, analogous to molecular docking or density functional theory,

REPORT · WHAT · ArXiv CS.AIOPEN STORY
15 Oct
How to Build a Benchmark That Actually Measures Taste

arXiv:2610.14707v2 Announce Type: new Abstract: Expert-aligned "taste" benchmarks should reward craft judgment, not the ability to game the test. We introduce TasteBench, a

REPORT · HOW · ArXiv CS.AIOPEN STORY
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