BASS - Single-Gene Detection: leaderboard

Metric: Exact-match accuracy (%) on the 335 single-gene detection questions: pick the most dominant of four Music Genome Project musicological attributes in a song (multiple-choice, majority vote over four runs; chance 25%); BASS music understanding benchmark, audio language models get a text prompt (one of ten paraphrases) and a full commercial music recording from BASS's songs; raw score before chance normalization; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 14 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro73.73#145
2Voxtral-Small-24B-250737.61#565
3Phi-4 Multimodal Instruct33.73#896
4SALMONN-7B25.37#1274

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=bass-single-gene-detection · How It Works · Data refreshed daily, snapshot 2026-10-11.