Classification on ESC-50 (test)
96.35AccuracyCDOntology
Evaluation results
| Method | Links | |
|---|---|---|
| CDOntologyZero-shot=true2025.03 | 96.35 | |
| MGA-CLAP+Zero-shot=true2025.03 | 94.9 | |
| WavCapsZero-shot=true2025.03 | 94.8 | |
| M2D-CLAP2025 stage2.1Zero-shot=true2025.03 | 94.55 | |
| M2D-CLAP2025Zero-shot=true2025.03 | 94.3 | |
| CLAP2023Zero-shot=true2025.03 | 93.9 | |
| M2D-CLAP2025 stage2Zero-shot=true2025.03 | 93.67 | |
| CacophonyZero-shot=true2025.03 | 93.4 | |
| PengiZero-shot=true2025.03 | 91.95 | |
| LAION-CLAPZero-shot=true2025.03 | 91 | |
| M2D-CLAP2025 stage1Zero-shot=true2025.03 | 90.07 | |
| GLAPZero-shot=true2025.03 | 88.8 | |
| LTUZero-shot=true2025.03 | 83.1 | |
| CLAP2022Zero-shot=true2025.03 | 82.6 | |
| M2D-CLAP2024 stage1Zero-shot=true2025.03 | 72.4 | |
| AudioCLIPZero-shot=true2025.03 | 69.4 |