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ResearchFormerly WizWand

Few-shot Action Recognition on HMDB51 5-shot

90.6AccuracyOtter
73.9678.2882.686.92Nov 10, 2025
Updated 7mo ago

Evaluation results

MethodLinks
OtterBackbone=ImageNet-ViT2025.1190.6
OtterBackbone=ImageNet-ViR2025.1190.5
SOAPBackbone=ImageNet-ViT, Implementation=Reproduced2025.1189.8
OtterBackbone=ImageNet-RN502025.1189.8
SOAPBackbone=ImageNet-ViR, Implementation=Reproduced2025.1189.7
MantaBackbone=ImageNet-ViR, Implementation=Reproduced2025.1189.5
MantaBackbone=ImageNet-ViT, Implementation=Reproduced2025.1188.8
MantaBackbone=ImageNet-RN50, Implementation=Reproduced2025.1188.6
SOAPBackbone=ImageNet-RN50, Implementation=Reproduced2025.1188.4
AMFARBackbone=ImageNet-RN502025.1187.8
MoLoBackbone=ImageNet-RN50, Implementation=Reproduced2025.1186.3
HyRSMBackbone=ImageNet-RN50, Implementation=Reproduced2025.1186.1
TRXBackbone=ImageNet-RN50, Implementation=Reproduced2025.1185.5
MoLoBackbone=ImageNet-ViR, Implementation=Reproduced2025.1184.6
MoLoBackbone=ImageNet-ViT, Implementation=Reproduced2025.1184.4
SA-CTBackbone=ImageNet-ViT2025.1181.6
STRMBackbone=ImageNet-ViT2025.1181.3
GCSMBackbone=ImageNet-RN502025.1179.3
SloshNetBackbone=ImageNet-RN502025.1177.5
Lite-MKDBackbone=ImageNet-ViR, Implementation=Reproduced2025.1177.5
Lite-MKDBackbone=ImageNet-ViT, Implementation=Reproduced2025.1177.4
SA-CTBackbone=ImageNet-RN502025.1176.9
GgHMBackbone=ImageNet-RN502025.1176.9
STRMBackbone=ImageNet-RN502025.1176.3
AmeFu-NetBackbone=ImageNet-RN502025.1175.5
Lite-MKDBackbone=ImageNet-RN50, Implementation=Reproduced2025.1174.7
MTFANBackbone=ImageNet-RN502025.1174.6