Video Recognition on UCF101 v1 (test)
97.5AccuracyMVD-B (Teacher-L)
Evaluation Results
| Method | Links | |
|---|---|---|
| MVD-B (Teacher-L)extra data=IN-1K+K400, Param=872022.12 | 97.5 | |
| MVD-B (Teacher-B)extra data=IN-1K+K400, Param=872022.12 | 97 | |
| VideoMAE ViT-Bextra data=K400, Param=872022.12 | 96.1 | |
| CVRL Slow-R152extra data=K600, Param=3282022.12 | 94.4 | |
| ρBYOL Slow-R50extra data=K400, Param=322022.12 | 94.2 | |
| CORP Slow-R50extra data=K400, Param=322022.12 | 93.5 | |
| CVRL Slow-R50extra data=K400, Param=322022.12 | 92.9 | |
| VIMPAC ViT-Lextra data=HowTo100M, Param=3072022.12 | 92.7 | |
| Vi²CLR S3Dextra data=K400, Param=92022.12 | 89.1 | |
| OTIVideo Feature=VIT-L/142023.08 | 88.3 | |
| MemDPC R2D3Dextra data=K400, Param=322022.12 | 86.1 | |
| OTIVideo Feature=VIT-B/162023.08 | 83.7 | |
| BIKEVideo Feature=VIT-L/142023.08 | 80.6 | |
| Text4VisZero-shot=true2022.07 | 79.6 | |
| Text4VisVideo Feature=VIT-L/142023.08 | 79.6 | |
| OTIVideo Feature=VIT-B/322023.08 | 79 | |
| VideoMoCo R2+1Dextra data=K400, Param=152022.12 | 78.7 | |
| ResTZero-shot=true2022.07 | 46.7 | |
| RESTVideo Feature=ResNet1012023.08 | 40.6 | |
| E2EVideo Feature=R(2+1)D2023.08 | 37.6 | |
| E2EZero-shot=true2022.07 | 35.3 |