Video Classification on Something-Something v2 (Corruption Robustness)
34.69Gauss AccVITTA
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VITTABackbone=TANet, Batch Size=82022.11 | 34.69 | 26.69 | 16.15 | 48.58 | 49.26 | 35.54 | 44.05 | 40.93 | 48.37 | 42.05 | 50.95 | 19.57 | 38.07 | |
| TENTBackbone=TANet, Batch Size=82022.11 | 20.52 | 20.74 | 15.45 | 44.01 | 47.11 | 21.34 | 38.1 | 35.87 | 45.26 | 27.42 | 45.7 | 17.36 | 31.57 | |
| SHOTBackbone=TANet, Batch Size=82022.11 | 17.67 | 18.16 | 13.85 | 37.49 | 43.25 | 17.85 | 32.59 | 31.71 | 39.37 | 22.28 | 39 | 16.41 | 27.47 | |
| NORMBackbone=TANet, Batch Size=82022.11 | 15.99 | 16.95 | 12.87 | 40.14 | 45.3 | 17.06 | 34.53 | 32.47 | 41.77 | 23.05 | 42.18 | 15.89 | 28.18 | |
| T3ABackbone=TANet, Batch Size=82022.11 | 15.23 | 16.49 | 7.69 | 33.89 | 44.26 | 15.48 | 27.69 | 27.17 | 29.08 | 23.34 | 39.71 | 13.37 | 24.45 | |
| Source-OnlyBackbone=TANet, Batch Size=82022.11 | 14.29 | 16.36 | 7.83 | 34.73 | 45.72 | 14.39 | 27.83 | 26.92 | 25.21 | 23.24 | 41.1 | 14.07 | 24.31 | |
| DUABackbone=TANet, Batch Size=12022.11 | 7.45 | 8.95 | 6.45 | 24 | 29.92 | 8 | 20.71 | 19.48 | 27.62 | 6.38 | 25 | 10.48 | 16.2 |