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ResearchFormerly WizWand

Video Recognition on HMDB-51 (zero-shot)

55.9Top-1 AccOST
34.47640.03845.651.162Nov 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
OSTVenue=CVPR’24, Encoder=ViT-B/16, Frames=32, Inference=single-view2023.1155.9
DiSTVenue=ICCV’23, Encoder=ViT-B/16, Frames=32, Inference=single-view2023.1155.4
OSTVenue=CVPR’24, Encoder=ViT-B/16, Frames=8, Inference=single-view2023.1154.9
MAXIVenue=ICCV’23, Encoder=ViT-B/16, Frames=16 / 32, Inference=single-view2023.1152.3
ViFi-CLIPVenue=CVPR’23, Encoder=ViT-B/16, Frames=32, Inference=single-view2023.1151.3
Vita-CLIPVenue=CVPR’23, Encoder=ViT-B/16, Frames=8 / 32, Inference=single-view2023.1148.6
XCLIPVenue=ECCV’22, Encoder=ViT-B/16, Frames=32, Inference=single-view2023.1144.6
A5Venue=ECCV’22, Encoder=ViT-B/16, Frames=32, Inference=single-view2023.1144.3
Vanilla CLIPVenue=ICML’21, Encoder=ViT-B/16, Frames=32, Inference=single-view2023.1140.8
ActionCLIPVenue=arXiv’21, Encoder=ViT-B/16, Frames=32, Inference=single-view2023.1140.8
JigsawNetVenue=ECCV’22, Encoder=R(2+1)D, Frames=16, Inference=single-view2023.1138.7
ER-ZSARVenue=ICCV’21, Encoder=TSM, Frames=16, Inference=single-view2023.1135.3