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Computer Vision
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Video Understanding
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Breakfast
Video Understanding on Breakfast
Metric: mAP (higher is better)
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Model name (A→Z)
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Model
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mAP
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Paper
Date
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Code
1
AdaFocus (MViT-Breakfast-Pretrain-feature, GHRM)
79.5
No
Towards Weakly Supervised End-to-end Learning fo...
2023-11-28
-
2
AdaFocus (MViT-Breakfast-Pretrain-feature, Timeception)
79.2
No
Towards Weakly Supervised End-to-end Learning fo...
2023-11-28
-
3
AdaFocus (I3D-Breakfast-Pretrain-feature, Timeception)
70.4
No
Towards Weakly Supervised End-to-end Learning fo...
2023-11-28
-
4
AdaFocus (I3D-Breakfast-Pretrain-feature, GHRM)
69.6
No
Towards Weakly Supervised End-to-end Learning fo...
2023-11-28
-
5
GHRM (I3D-K400-Pretrain-feature)
65.86
No
-
-
-
6
VideoGraph (I3D-K400-Pretrain-feature)
63.14
No
VideoGraph: Recognizing Minutes-Long Human Activ...
2019-05-13
-
7
Timeception (I3D-K400-Pretrain-feature)
61.82
No
Timeception for Complex Action Recognition
2018-12-04
Code
8
ActionVlad (I3D-K400-Pretrain-feature)
60.2
No
ActionVLAD: Learning spatio-temporal aggregation...
2017-04-10
-
#1
AdaFocus (MViT-Breakfast-Pretrain-feature, GHRM)
SOTA
79.5
mAP
· 2023-11-28
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
#2
AdaFocus (MViT-Breakfast-Pretrain-feature, Timeception)
79.2
mAP
· 2023-11-28
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
#3
AdaFocus (I3D-Breakfast-Pretrain-feature, Timeception)
70.4
mAP
· 2023-11-28
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
#4
AdaFocus (I3D-Breakfast-Pretrain-feature, GHRM)
69.6
mAP
· 2023-11-28
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
#5
GHRM (I3D-K400-Pretrain-feature)
65.86
mAP
No paper
#6
VideoGraph (I3D-K400-Pretrain-feature)
SOTA
63.14
mAP
· 2019-05-13
VideoGraph: Recognizing Minutes-Long Human Activities in Videos
#7
Timeception (I3D-K400-Pretrain-feature)
SOTA
61.82
mAP
· 2018-12-04
Timeception for Complex Action Recognition
Code
#8
ActionVlad (I3D-K400-Pretrain-feature)
SOTA
60.2
mAP
· 2017-04-10
ActionVLAD: Learning spatio-temporal aggregation for action classification