Audio-Visual Classification on VGGSound-C
54Accuracy (Gaussian Noise)SuMi
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SuMicorrupted_modality=video2026.04 | 54 | 54.3 | 53.8 | 58.2 | 58.4 | 59.4 | 58.7 | 57.5 | 58.2 | 57.6 | 59.4 | 54.8 | 59 | 57.5 | 58.2 | 57.3 | |
| TSAcorrupted_modality=video2026.04 | 53.9 | 53.9 | 54 | 57.6 | 58 | 59 | 58.6 | 56.9 | 57 | 56.6 | 59.8 | 54.7 | 58.6 | 56.7 | 57.9 | 56.9 | |
| AdaPGCcorrupted_modality=video2026.04 | 53.9 | 54.4 | 54.2 | 57.1 | 57 | 58.6 | 58.3 | 57.1 | 57.2 | 58 | 60 | 55.1 | 59 | 57.6 | 58.2 | 57 | |
| READcorrupted_modality=video2026.04 | 53.6 | 53.6 | 53.5 | 57.9 | 57.7 | 59.4 | 58.8 | 57.2 | 57.8 | 55 | 59.9 | 55.2 | 58.6 | 57.1 | 57.9 | 56.9 | |
| EATAcorrupted_modality=video2026.04 | 53 | 52.8 | 53 | 57.2 | 57.1 | 58.6 | 57.8 | 56.3 | 56.8 | 56.4 | 59 | 54.1 | 57.4 | 56.1 | 57 | 56.2 | |
| SARcorrupted_modality=video2026.04 | 52.9 | 52.8 | 52.9 | 57.2 | 57.1 | 58.6 | 57.6 | 56.3 | 56.7 | 55.9 | 58.9 | 54 | 57 | 56 | 57 | 56.1 | |
| Sourcecorrupted_modality=video2026.04 | 52.8 | 52.7 | 52.7 | 57.2 | 57.2 | 58.7 | 57.6 | 56.4 | 56.6 | 55.6 | 58.9 | 53.7 | 56.9 | 55.8 | 56.9 | 56 | |
| Tentcorrupted_modality=video2026.04 | 52.7 | 52.7 | 52.7 | 56.7 | 56.5 | 57.9 | 57.2 | 55.9 | 56.3 | 56.3 | 58.4 | 54 | 57.4 | 56.2 | 56.7 | 55.8 | |
| MMTcorrupted_modality=video2026.04 | 7.1 | 7.3 | 7.3 | 44.8 | 41.5 | 48 | 45.5 | 27.4 | 23.5 | 30.5 | 46.3 | 24 | 43 | 40.7 | 45.7 | 32 |