List your company
ResearchFormerly WizWand

Few-shot Action Recognition on UCF101 (5-shot)

99.5AccuracySOAP
94.40495.72797.0598.373Nov 10, 2025
Updated 7mo ago

Evaluation results

MethodLinks
SOAPBackbone=ImageNet-ViT, Implementation=Reproduced2025.1199.5
MantaBackbone=ImageNet-ViT, Implementation=Reproduced2025.1199.5
OtterBackbone=ImageNet-ViT2025.1199.4
SOAPBackbone=ImageNet-RN50, Implementation=Reproduced2025.1199.3
OtterBackbone=ImageNet-ViR2025.1199.3
MantaBackbone=ImageNet-RN50, Implementation=Reproduced2025.1199.2
MantaBackbone=ImageNet-ViR, Implementation=Reproduced2025.1199.2
OtterBackbone=ImageNet-RN502025.1199.2
SOAPBackbone=ImageNet-ViR, Implementation=Reproduced2025.1199.1
AMFARBackbone=ImageNet-RN502025.1199
Lite-MKDBackbone=ImageNet-ViT, Implementation=Reproduced2025.1198.4
STRMBackbone=ImageNet-ViT2025.1198.1
SA-CTBackbone=ImageNet-ViT2025.1198
Lite-MKDBackbone=ImageNet-ViR, Implementation=Reproduced2025.1197.9
MoLoBackbone=ImageNet-ViT, Implementation=Reproduced2025.1197.6
MoLoBackbone=ImageNet-ViR, Implementation=Reproduced2025.1197.5
SloshNetBackbone=ImageNet-RN502025.1197.1
GCSMBackbone=ImageNet-RN502025.1197.1
STRMBackbone=ImageNet-RN502025.1196.9
Lite-MKDBackbone=ImageNet-RN50, Implementation=Reproduced2025.1196.8
SA-CTBackbone=ImageNet-RN502025.1196.3
GgHMBackbone=ImageNet-RN502025.1196.3
TRXBackbone=ImageNet-RN50, Implementation=Reproduced2025.1196.3
AmeFu-NetBackbone=ImageNet-RN502025.1195.5
MoLoBackbone=ImageNet-RN50, Implementation=Reproduced2025.1195.4
MTFANBackbone=ImageNet-RN502025.1195.1
HyRSMBackbone=ImageNet-RN50, Implementation=Reproduced2025.1194.6