Audio-Visual Classification on VGGSound-C (test)
10.6Error (Gaussian Noise)Tent
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TentModality=Corrupted Audio2026.04 | 10.6 | 2.6 | 1.8 | 2.8 | 5.3 | 4.1 | 4.5 | |
| MMTModality=Corrupted Audio2026.04 | 14.1 | 5.2 | 6.4 | 9.8 | 8.6 | 4.5 | 7.6 | |
| SourceModality=Corrupted Audio2026.04 | 37 | 25.5 | 16.8 | 21.6 | 27.3 | 25.5 | 25.6 | |
| SARModality=Corrupted Audio2026.04 | 37.4 | 9.5 | 11 | 12.1 | 26.8 | 23.7 | 20.1 | |
| EATAModality=Corrupted Audio2026.04 | 39.2 | 26.1 | 22.9 | 26 | 31.7 | 30.4 | 29.4 | |
| READModality=Corrupted Audio2026.04 | 40.4 | 28.9 | 26.6 | 30.9 | 36.7 | 30.6 | 32.4 | |
| AdaPGCModality=Corrupted Audio2026.04 | 40.4 | 35.5 | 36.1 | 31.9 | 40.2 | 36.4 | 36.8 | |
| TSAModality=Corrupted Audio2026.04 | 41.5 | 31.8 | 30.9 | 32.6 | 38.9 | 32.6 | 34.7 | |
| SuMiModality=Corrupted Audio2026.04 | 41.9 | 26.3 | 27.9 | 31.6 | 37.1 | 34.1 | 33.2 |