Video Classification on EPIC-Kitchens DG (Domain Generalization)
40.5D1->D2 AccuracySTDN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| STDN2023.10 | 40.5 | 38.6 | 38.5 | 44 | 40.4 | 47.2 | 41.6 | |
| ADABackbone=TRN2023.10 | 38.4 | 30.4 | 35.9 | 41.2 | 38.8 | 47.5 | 38.7 | |
| IRMBackbone=TRN2023.10 | 37.8 | 30.5 | 37 | 42.6 | 40.3 | 47.9 | 39.3 | |
| MixupBackbone=TRN2023.10 | 37.5 | 31.2 | 35.3 | 43.2 | 39 | 48.1 | 39 | |
| ERMBackbone=TRN2023.10 | 36.8 | 32.1 | 34.2 | 44.7 | 37.6 | 48.9 | 39.1 | |
| COPBackbone=TRN2023.10 | 36.8 | 34.2 | 35.8 | 39.6 | 38.1 | 49 | 38.9 | |
| COPBackbone=APN2023.10 | 36.5 | 32.1 | 37.6 | 41.8 | 37.9 | 49.9 | 39.3 | |
| VideoDG2023.10 | 36.2 | 31.9 | 36.5 | 40.5 | 39.5 | 49.1 | 39 | |
| ADABackbone=APN2023.10 | 36 | 29.5 | 35 | 43 | 37.6 | 45.6 | 37.8 | |
| ERMBackbone=APN2023.10 | 35.2 | 30.2 | 35.3 | 43.2 | 36.4 | 45.3 | 37.6 | |
| COPBackbone=TSM2023.10 | 34.9 | 32.1 | 30.5 | 32.2 | 31.8 | 37.5 | 33.2 | |
| COPBackbone=TSN2023.10 | 34.7 | 29.7 | 31.5 | 36.7 | 31.5 | 40.3 | 34.1 | |
| MixupBackbone=APN2023.10 | 34.7 | 30.9 | 33.8 | 44.7 | 36.4 | 44.4 | 37.5 | |
| IRMBackbone=TSN2023.10 | 34.6 | 30.3 | 31.2 | 36.3 | 32.3 | 40 | 34.1 | |
| ERMBackbone=TSM2023.10 | 34.6 | 32.3 | 30.2 | 34.8 | 31.2 | 39.9 | 33.8 | |
| IRMBackbone=TSM2023.10 | 34.3 | 29.3 | 31.1 | 36.3 | 31.6 | 38.5 | 33.5 | |
| ADABackbone=TSM2023.10 | 34.3 | 30.6 | 30 | 34.6 | 31.8 | 38.8 | 33.4 | |
| MixupBackbone=TSM2023.10 | 34.1 | 29.3 | 28.1 | 32.4 | 31.7 | 39.1 | 32.4 | |
| ADABackbone=TSN2023.10 | 33.8 | 30.3 | 31.1 | 36.4 | 33.3 | 40.1 | 34.2 | |
| ERMBackbone=TSN2023.10 | 33.6 | 31.3 | 32.5 | 36.1 | 31.7 | 40.2 | 34.2 | |
| MixupBackbone=TSN2023.10 | 33.6 | 29.1 | 31.2 | 36.5 | 33 | 39.7 | 33.9 | |
| IRMBackbone=APN2023.10 | 33.6 | 28.5 | 34.3 | 42.8 | 34.6 | 44 | 36.3 |