| ESC-50 | CALM | Accuracy99.25 | | 366 | 1h ago |
| AudioSet 20K | CAT | mAP47.8 | | 128 | 1mo ago |
| Urbansound8K | ConformerXL-P Non-RA | Accuracy97.5 | | 126 | 1h ago |
| ESC-50 (test) | M2D2 | Accuracy98.5 | | 87 | 23d ago |
| VGG-Sound | CALM | Top-1 Accuracy88.15 | | 83 | 1h ago |
| AudioSet 2M | MiCo | mAP50.5 | | 79 | 1mo ago |
| SPC V2 | SupMAM-CLAP | Accuracy98.7 | | 65 | 1mo ago |
| ESC50 | XKD | Top-1 Acc96.5 | | 64 | 1mo ago |
| GTZAN | Nystromformer | Accuracy94.66 | | 59 | 1d ago |
| Speech Commands V2 (test) | ASiT | Accuracy98.9 | | 46 | 22d ago |
| AudioSet | AST | mAP48.5 | | 46 | 27d ago |
| Speech Commands (test) | Chimera | Accuracy98.4 | | 44 | 14d ago |
| US8K (test) | EAT (LoRA) + Joint Training | R@1 Accuracy0.9807 | | 41 | 1mo ago |
| SHD (test) | BPTT | Accuracy83.41 | | 37 | 1mo ago |
| Beijing-Opera | CoOp + SEPT | Base Accuracy97.88 | | 34 | 27d ago |
| AudioSet-2M (full) | BEATSiter3+ | mAP48.6 | | 32 | 1mo ago |
| ESC50 (test) | MUKA | R@1 Accuracy0.9803 | | 28 | 1mo ago |
| Speech Commands Spectrogram Mini (train) | | Training Loss0.219 | | 24 | 1mo ago |
| Speech Commands Spectrogram Mini (val) | | Accuracy83.3 | | 24 | 1mo ago |
| AudioSet Full (test) | AST (w/o ensemble) | mAP45.9 | | 23 | 1mo ago |
| VocalSound | SAM-2.7B | Accuracy72.2 | | 21 | 27d ago |
| SESA | DePT | Accuracy80.39 | | 19 | 1mo ago |
| VocalSet (test) | EAT (LoRA) + Joint Training | Top-1 Accuracy76.65 | | 18 | 1mo ago |
| TIMIT 3 (test) | EAT (LoRA) + Joint Training | Average Top-1 Acc95.22 | | 18 | 1mo ago |
| TIMIT-2 (test) | EAT (LoRA) + Joint Training | Top-1 Accuracy95.22 | | 18 | 1mo ago |
