| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CREMA-D (test) | MLA | Accuracy79.7 | 60 | 3mo ago | |
| VGGSound | Mirasol3B | Top-1 Acc69.8 | 37 | 1mo ago | |
| AVE | MinSim + ExFMem (Full) | Average Score26.29 | 14 | 28d ago | |
| AudioSet | AVAGENT | Top-1 Accuracy55.85 | 12 | 3mo ago | |
| VGGSound Music | AVAGENT | Top-1 Accuracy71.57 | 12 | 3mo ago | |
| VGGSound-C (test) | Tent | Error (Gaussian Noise)10.6 | 9 | 1mo ago | |
| VGGSound-C | SuMi | Accuracy (Gaussian Noise)54 | 9 | 1mo ago | |
| CREMA-D | CPSC | Accuracy (Multimodal)87.83 | 8 | 28d ago | |
| Kinetics Sounds | CPSC | Accuracy (Mixed)76.08 | 8 | 28d ago | |
| AudioSet (test) | MBT | mAP (Audio Only)41.5 | 6 | 3mo ago |
