Few-shot Action Recognition on SSv2 (1-shot)
67.2AccuracyOtter
Evaluation Results
| Method | Links | |
|---|---|---|
| OtterBackbone=ImageNet-ViT2025.11 | 67.2 | |
| OtterBackbone=ImageNet-ViR2025.11 | 67.1 | |
| SOAPBackbone=ImageNet-ViT, Implementation=Reproduced2025.11 | 66.7 | |
| MantaBackbone=ImageNet-ViR, Implementation=Reproduced2025.11 | 66.5 | |
| SOAPBackbone=ImageNet-ViR, Implementation=Reproduced2025.11 | 66.4 | |
| MantaBackbone=ImageNet-ViT, Implementation=Reproduced2025.11 | 66.2 | |
| OtterBackbone=ImageNet-RN502025.11 | 64.7 | |
| MantaBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 63.4 | |
| SOAPBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 61.9 | |
| AMFARBackbone=ImageNet-RN502025.11 | 61.7 | |
| MoLoBackbone=ImageNet-ViT, Implementation=Reproduced2025.11 | 61.1 | |
| MoLoBackbone=ImageNet-ViR, Implementation=Reproduced2025.11 | 60.9 | |
| Lite-MKDBackbone=ImageNet-ViT, Implementation=Reproduced2025.11 | 59.1 | |
| Lite-MKDBackbone=ImageNet-ViR, Implementation=Reproduced2025.11 | 59.1 | |
| MoLoBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 56.6 | |
| Lite-MKDBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 55.7 | |
| GgHMBackbone=ImageNet-RN502025.11 | 54.5 | |
| HyRSMBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 54.1 | |
| TRXBackbone=ImageNet-RN50, Implementation=Reproduced2025.11 | 53.8 | |
| SA-CTBackbone=ImageNet-RN502025.11 | 48.9 | |
| SloshNetBackbone=ImageNet-RN502025.11 | 46.5 | |
| MTFANBackbone=ImageNet-RN502025.11 | 45.7 |