Continual Adaptation on VGGSound-C
43.4Performance (Gaussian Noise)DASP
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DASPadaptation_mode=Continual Adaptation2026.02 | 43.4 | 36.8 | 38.5 | 36.6 | 44.2 | 38.3 | 39.6 | |
| TSAadaptation_mode=Continual Adaptation2026.02 | 41.6 | 32.2 | 32.3 | 31.8 | 39.6 | 33.5 | 35.2 | |
| EATAadaptation_mode=Continual Adaptation2026.02 | 40.4 | 33 | 35.5 | 34.9 | 43.6 | 37.1 | 37.4 | |
| READadaptation_mode=Continual Adaptation2026.02 | 39.4 | 22.9 | 17.8 | 15.6 | 20.1 | 15 | 21.8 | |
| SARadaptation_mode=Continual Adaptation2026.02 | 37.9 | 8.9 | 7.4 | 15.1 | 13.5 | 18.2 | 16.8 | |
| Sourceadaptation_mode=No Adaptation2026.02 | 37 | 25.5 | 16.8 | 21.6 | 27.3 | 25.5 | 25.6 | |
| Tentadaptation_mode=Continual Adaptation2026.02 | 10.7 | 1.2 | 0.4 | 0.3 | 0.5 | 0.3 | 2.3 |