Classification on US8K (test)
90.17AccuracyCDOntology
Evaluation results
| Method | Links | |
|---|---|---|
| CDOntologyZero-shot=true2025.03 | 90.17 | |
| M2D-CLAP2025 stage2.1Zero-shot=true2025.03 | 82.9 | |
| CLAP2023Zero-shot=true2025.03 | 82.31 | |
| M2D-CLAP2025Zero-shot=true2025.03 | 82.3 | |
| M2D-CLAP2025 stage2Zero-shot=true2025.03 | 81.92 | |
| WavCapsZero-shot=true2025.03 | 81.42 | |
| GLAPZero-shot=true2025.03 | 78.9 | |
| CacophonyZero-shot=true2025.03 | 77.1 | |
| COLLATZero-shot=true2025.03 | 77.1 | |
| LAION-CLAPZero-shot=true2025.03 | 77 | |
| LAIONmode=Zero-Shot2023.05 | 77 | |
| M2D-CLAP2025 stage1Zero-shot=true2025.03 | 76.52 | |
| CLAP2022Zero-shot=true2025.03 | 75.29 | |
| CLAPmode=Zero-Shot2023.05 | 73.2 | |
| Pengimode=Zero-Shot2023.05 | 71.9 | |
| PengiZero-shot=true2025.03 | 71.85 | |
| AudioCLIPZero-shot=true2025.03 | 68.78 | |
| AudioCLIPmode=Zero-Shot2023.05 | 65.3 | |
| LTUZero-shot=true2025.03 | 50.3 | |
| Wav2CLIPZero-shot=true2025.03 | 40.44 | |
| Wav2CLIPmode=Zero-Shot2023.05 | 40.4 | |
| M2D-CLAP2024 stage1Zero-shot=true2025.03 | 17.73 |