ResearchBenchmarksAudio Classification on LibriCountAudio Classification on LibriCountFollow76.1AccuracyF3-Tokenizer7.14825.04942.9560.851Jun 4, 2026Evaluation resultsMethodMethodLinksAccuracyF3-TokenizerProbing=Frozen represe...Probing=Frozen representation2026.0676.1w/o LLMProbing=Frozen represe...Probing=Frozen representation2026.0668Ming-UProbing=Frozen represe...Probing=Frozen representation2026.0662.92w/o RQProbing=Frozen represe...Probing=Frozen representation2026.0662.4WhisperProbing=Frozen represe...Probing=Frozen representation2026.0654.9No repr.Probing=Frozen represe...Probing=Frozen representation2026.069.8