Video Action Recognition on UCF101 (avg over all splits)
96.9Top-1 AccuracyBraVe
Evaluation Results
| Method | Links | |
|---|---|---|
| BraVePretrain=AS, Modality=VFA, Protocol=Fine-tuned2022.11 | 96.9 | |
| VideoMAEPretrain=K400, Modality=V, Protocol=Fine-tuned2022.11 | 96.1 | |
| XKDPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.11 | 95.8 | |
| XKDPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.11 | 94.1 | |
| ELOPretrain=YT, Modality=VFA, Protocol=Fine-tuned2022.11 | 93.8 | |
| BraVePretrain=AS, Modality=VA, Protocol=Fine-tuned2022.11 | 93.6 | |
| CM-ACCPretrain=AS, Modality=VA, Protocol=Linear2022.11 | 93.5 | |
| XKD-MASPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.11 | 93.4 | |
| BraVePretrain=AS, Modality=VFA, Protocol=Linear2022.11 | 93.2 | |
| STICAPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 93.1 | |
| XKD-MATSPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.11 | 93.1 | |
| XDCPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.11 | 93 | |
| CrissCrossPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.11 | 92.4 | |
| CrissCrossPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.11 | 91.5 | |
| MMVPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.11 | 91.5 | |
| AVIDPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.11 | 91.5 | |
| VideoMAEPretrain=U101/H51, Modality=V, Protocol=Fine-tuned2022.11 | 91.3 | |
| MIL-NCEPretrain=HT, Modality=VT, Protocol=Fine-tuned2022.11 | 91.3 | |
| GDTPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.11 | 90.9 | |
| CPDPretrain=K400, Modality=VT, Protocol=Linear2022.11 | 90.5 | |
| CMACPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 90.3 | |
| CMACCPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 90.2 | |
| BraVePretrain=AS, Modality=VA, Protocol=Linear2022.11 | 90 | |
| VATTPretrain=AS+HT, Modality=VAT, Protocol=Linear2022.11 | 89.6 | |
| XKDPretrain=AS, Modality=VA, Protocol=Linear2022.11 | 88.4 | |
| CrissCrossPretrain=AS, Modality=VA, Protocol=Linear2022.11 | 87.7 | |
| AVIDPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.11 | 87.5 | |
| AVSlowFastPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.11 | 87 | |
| XDCPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 86.8 | |
| XDCPretrain=AS, Modality=VA, Protocol=Linear2022.11 | 85.3 | |
| VATT-MAPretrain=AS+HT, Modality=VAT, Protocol=Linear2022.11 | 84.4 | |
| CrissCrossPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 83.9 | |
| MMVPretrain=AS, Modality=VA, Protocol=Linear2022.11 | 83.9 | |
| XKDPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 83.8 | |
| SeLaViPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 83.1 | |
| XKD-MASPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 81.7 | |
| XKD-MATSPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 80.1 | |
| VideoMAEPretrain=K400, Modality=V, Protocol=Linear2022.11 | 80 | |
| AVSlowFastPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 77.4 | |
| COCLRPretrain=K400, Modality=VF, Protocol=Linear2022.11 | 74.5 | |
| AVIDPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 72.3 | |
| GDTPretrain=K400, Modality=VA, Protocol=Linear2022.11 | 70.1 |