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Video Action Recognition on HMDB51 (Accuracy)
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74.5
Accuracy
HR2G-shot
20.004
34.152
48.3
62.448
Aug 19, 2021
Mar 29, 2022
Nov 6, 2022
Jun 17, 2023
Jan 25, 2024
Sep 3, 2024
Apr 14, 2025
Accuracy
Updated 6d ago
Evaluation Results
Method
Method
Links
Accuracy
HR2G-shot
Backbone=ResNet-based...
2025.04
74.5
CLIP-FSAR
Backbone=ResNet-based...
2025.04
72.5
MVP-shot
Backbone=ResNet-based...
2025.04
72.5
MCN
Backbone=R3D, Resoluti...
2021.08
54.8
MCN
Backbone=R(2+1)D, Reso...
2021.08
54.5
CoCLR
Backbone=S3D, Resoluti...
2021.08
52.1
IIC
Backbone=R3D, Resoluti...
2021.08
38.3
PP
Backbone=R(2+1)D, Reso...
2021.08
35.9
PRP
Backbone=R(2+1)D, Reso...
2021.08
35
Mars
Backbone=C3D, Resoluti...
2021.08
32.6
VCP
Backbone=R(2+1)D, Reso...
2021.08
32.2
ST-puzzle
Backbone=R3D, Resoluti...
2021.08
31.3
VCOP
Backbone=R(2+1)D, Reso...
2021.08
30.9
CMC
Backbone=CaffeNet, Res...
2021.08
26.7
Jigsaw
Backbone=UCF101, Resol...
2021.08
22.5
OPN
Backbone=VGG, Resoluti...
2021.08
22.1
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