Few-shot Action Recognition on SS 5-shot v2
89.9Accuracy (SS 5-shot v2)Otter
Evaluation Results
| Method | Links | |
|---|---|---|
| OtterBackbone=ImageNet-ViT2025.11 | 89.9 | |
| OtterBackbone=ImageNet-ViR2025.11 | 89.8 | |
| MantaBackbone=ImageNet-ViT, Implementation=Reproduced2025.11 | 89.3 | |
| MantaBackbone=ImageNet-ViR, Implementation=Reproduced2025.11 | 89.2 | |
| OtterBackbone=ImageNet-RN502025.11 | 88.5 | |
| MantaBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 87.4 | |
| SOAPBackbone=ImageNet-ViT, Implementation=Reproduced2025.11 | 87.2 | |
| SOAPBackbone=ImageNet-ViR, Implementation=Reproduced2025.11 | 87.1 | |
| SOAPBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 85.8 | |
| AMFARBackbone=ImageNet-RN502025.11 | 79.5 | |
| Lite-MKDBackbone=ImageNet-ViR, Implementation=Reproduced2025.11 | 73.7 | |
| Lite-MKDBackbone=ImageNet-ViT, Implementation=Reproduced2025.11 | 73.6 | |
| MoLoBackbone=ImageNet-ViR, Implementation=Reproduced2025.11 | 71.8 | |
| MoLoBackbone=ImageNet-ViT, Implementation=Reproduced2025.11 | 71.7 | |
| MoLoBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 70.7 | |
| STRMBackbone=ImageNet-ViT2025.11 | 70.2 | |
| Lite-MKDBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 69.9 | |
| GgHMBackbone=ImageNet-RN502025.11 | 69.2 | |
| SA-CTBackbone=ImageNet-RN502025.11 | 69.1 | |
| TRXBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 68.8 | |
| HyRSMBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 68.7 | |
| SloshNetBackbone=ImageNet-RN502025.11 | 68.3 | |
| STRMBackbone=ImageNet-RN502025.11 | 68.1 | |
| SA-CTBackbone=ImageNet-ViT2025.11 | 66.3 | |
| MTFANBackbone=ImageNet-RN502025.11 | 60.4 |