Classification on FSD50K (test)
84mAPCOLLAT
Evaluation results
| Method | Links | |
|---|---|---|
| COLLATZero-shot=true2025.03 | 84 | |
| M2D-CLAP2024 stage1Zero-shot=true2025.03 | 75.45 | |
| JMLAZero-shot=true2025.03 | 64.82 | |
| MGA-CLAP+Zero-shot=true2025.03 | 54.5 | |
| WavCapsZero-shot=true2025.03 | 52.96 | |
| LAION-CLAPzero-shot=true2024.06 | 52.96 | |
| CDOntologyZero-shot=true2025.03 | 50.74 | |
| M2D-CLAP2025Zero-shot=true2025.03 | 50.04 | |
| CLAP2023zero-shot=true2024.06 | 48.51 | |
| CLAP2023Zero-shot=true2025.03 | 48.5 | |
| PengiZero-shot=true2025.03 | 46.76 | |
| M2D-CLAP2025 stage2Zero-shot=true2025.03 | 46.76 | |
| Pengizero-shot=true2024.06 | 46.76 | |
| LTUzero-shot=true2024.06 | 46.31 | |
| LTUZero-shot=true2025.03 | 46.3 | |
| M2D-CLAP2025 stage1Zero-shot=true2025.03 | 43.43 | |
| M2D-CLAP2025 stage2.1Zero-shot=true2025.03 | 42.03 | |
| Wav2CLIPZero-shot=true2025.03 | 41.4 | |
| M2D-CLAPmasking_ratio=0.7, zero-shot=true2024.06 | 40.82 | |
| WavCapszero-shot=true2024.06 | 40.44 | |
| CLAP2022Zero-shot=true2025.03 | 30.24 | |
| Proto-LCzero-shot=true2024.06 | 9.6 | |
| AudioCLIPzero-shot=true2024.06 | 6.78 | |
| Wav2CLIPzero-shot=true2024.06 | 4.14 |