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Video Action Recognition on Breakfast
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87.5
Top-1 Accuracy
MoTIF
39.244
51.772
64.3
76.828
Mar 29, 2021
Dec 27, 2021
Sep 27, 2022
Jun 27, 2023
Mar 27, 2024
Dec 25, 2024
Sep 25, 2025
Top-1 Accuracy
Updated 21d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
MoTIF
Backbone=PE-G/14
2025.09
87.5
MoTIF-ST
Backbone=PE-G/14
2025.09
87.3
MoTIF
Backbone=PE-L/14
2025.09
83.2
Ours-cumulative
Backbone=ResNet50, #Fr...
2021.03
76.6
Global CBM
Backbone=PE-G/14, Eval...
2025.09
75.8
Ours-slope
Backbone=ResNet50, #Fr...
2021.03
74.9
TSM (our impl.)
Backbone=ResNet50, #Fr...
2021.03
72.1
3D ResNet-50 + Timeception
Backbone=3D ResNet-50,...
2021.03
71.3
MoTIF
Backbone=ViT-L/14
2025.09
71
I3D + VideoGraph
Backbone=3D Inception-...
2021.03
69.5
I3D + ActionVLAD
Backbone=3D Inception-...
2021.03
65.5
NoFrame
2025.09
62
VideoGraph
Backbone=ResNet152, #F...
2021.03
59.1
TSM
2025.09
59.1
I3D
Backbone=3D Inception-...
2021.03
58.6
ActionVLAD
Backbone=ResNet152, #F...
2021.03
55.5
Zero-shot
Backbone=PE-G/14, Eval...
2025.09
47.4
ResNet152
Backbone=ResNet152, #F...
2021.03
41.1
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