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ResearchFormerly WizWand

Cross-Domain Few-Shot Action Recognition on CDFSAR (HMDB, SSV2, Diving, UCF, RareAct) (test)

73.71Accuracy (HMDB)TAMT
14.37829.781545.18560.5885Nov 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TAMTK-shot=20, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1173.7155.4542.6891.3863.2765.3
TAMTK-shot=5, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1161.7648.938.3387.7652.8157.91
DMSD+K-shot=5, N-way=5-way, Backbone=ResNet-18, Resolution=224x224, Source Dataset=K-1002024.1154.932.142.2881.953.352.9
SEEN+K-shot=5, N-way=5-way, Backbone=ResNet-18, Resolution=224x224, Source Dataset=K-1002024.1152.831.240.979.650.250.94
TAMTK-shot=1, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1147.0234.4527.0472.3836.0443.39
CDFSL-VK-shot=20, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1136.8918.7217.8139.9242.5131.17
DD++K-shot=20, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1133.0917.5617.3336.7239.9728.93
STARTUP++K-shot=20, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1130.4817.1517.334.0238.4527.48
CDFSL-VK-shot=5, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1129.817.2116.3736.5333.9126.76
DD++K-shot=5, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1125.991616.2434.131.224.71
STARTUP++K-shot=5, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1124.9715.1614.5532.231.7723.73
CDFSL-VK-shot=1, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1118.5916.0114.1127.7820.0619.31
DD++K-shot=1, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1117.4414.9613.7326.0419.0218.24
STARTUP++K-shot=1, N-way=5-way, Backbone=ViT-S, Resolution=112x112, Source Dataset=K-1002024.1116.6614.1713.1324.4817.2117.13