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ResearchFormerly WizWand

Few-shot Action Recognition on Kinetics 5-shot

97.3AccuracyOtter
85.23688.36891.594.632Nov 10, 2025
Updated 7mo ago

Evaluation results

MethodLinks
OtterBackbone=ImageNet-ViT2025.1197.3
OtterBackbone=ImageNet-ViR2025.1196.8
OtterBackbone=ImageNet-RN502025.1196.4
MantaBackbone=ImageNet-ViT, Implementation=Reproduced2025.1196.3
MantaBackbone=ImageNet-ViR, Implementation=Reproduced2025.1196.1
MoLoBackbone=ImageNet-ViT, Implementation=Reproduced2025.1195.8
SOAPBackbone=ImageNet-ViR, Implementation=Reproduced2025.1195.8
MoLoBackbone=ImageNet-ViR, Implementation=Reproduced2025.1195.7
SOAPBackbone=ImageNet-ViT, Implementation=Reproduced2025.1195.5
MantaBackbone=ImageNet-RN50, Implementation=Reproduced2025.1194.2
SOAPBackbone=ImageNet-RN50, Implementation=Reproduced2025.1193.8
AMFARBackbone=ImageNet-RN502025.1192.6
STRMBackbone=ImageNet-ViT2025.1191.2
SA-CTBackbone=ImageNet-ViT2025.1191.2
Lite-MKDBackbone=ImageNet-ViT, Implementation=Reproduced2025.1190.6
Lite-MKDBackbone=ImageNet-ViR, Implementation=Reproduced2025.1190.5
GCSMBackbone=ImageNet-RN502025.1188.2
Lite-MKDBackbone=ImageNet-RN50, Implementation=Reproduced2025.1187.5
GgHMBackbone=ImageNet-RN502025.1187.4
MTFANBackbone=ImageNet-RN502025.1187.4
SA-CTBackbone=ImageNet-RN502025.1187.1
SloshNetBackbone=ImageNet-RN502025.1187
AmeFu-NetBackbone=ImageNet-RN502025.1186.8
STRMBackbone=ImageNet-RN502025.1186.7
HyRSMBackbone=ImageNet-RN50, Implementation=Reproduced2025.1186.2
TRXBackbone=ImageNet-RN50, Implementation=Reproduced2025.1185.9
MoLoBackbone=ImageNet-RN50, Implementation=Reproduced2025.1185.7