TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Action Segmentation
|
Breakfast
|
AdaFocus (newly extracted I3D-features, LT-Context model)
|
F1@10%
|
82.1
|
# 1
|
|
Action Segmentation
|
Breakfast
|
AdaFocus (newly extracted I3D-features, LT-Context model)
|
F1@50%
|
67.5
|
# 1
|
|
Action Segmentation
|
Breakfast
|
AdaFocus (newly extracted I3D-features, LT-Context model)
|
Acc
|
78.0
|
# 1
|
|
Action Segmentation
|
Breakfast
|
AdaFocus (newly extracted I3D-features, LT-Context model)
|
Edit
|
78.3
|
# 4
|
|
Action Segmentation
|
Breakfast
|
AdaFocus (newly extracted I3D-features, LT-Context model)
|
F1@25%
|
79.0
|
# 1
|
|
Long-video Activity Recognition
|
Breakfast
|
AdaFocus (I3D-Breakfast-Pretrain-feature, GHRM)
|
mAP
|
69.6
|
# 4
|
|
Long-video Activity Recognition
|
Breakfast
|
AdaFocus (MViT-Breakfast-Pretrain-feature, Timeception)
|
mAP
|
79.2
|
# 2
|
|
Long-video Activity Recognition
|
Breakfast
|
AdaFocus (I3D-Breakfast-Pretrain-feature, Timeception)
|
mAP
|
70.4
|
# 3
|
|
Long-video Activity Recognition
|
Breakfast
|
AdaFocus (MViT-Breakfast-Pretrain-feature, GHRM)
|
mAP
|
79.5
|
# 1
|
|
Weakly Supervised Action Segmentation (Action Set))
|
Breakfast
|
AdaFocus (newly extracted I3D-features, POC model)
|
Acc
|
49.6
|
# 1
|
|
Action Classification
|
Charades
|
AdaFocus (weak supervision, MViT-B-24, 32x3)
|
MAP
|
47.8
|
# 13
|
|
Action Classification
|
Charades
|
AdaFocus (weak supervision, Slowfast-R50, 16x8)
|
MAP
|
39.3
|
# 35
|
|
Action Classification
|
Charades
|
AdaFocus (weak supervision, X3D-L, 32x3)
|
MAP
|
41.2
|
# 29
|
|
Action Classification
|
Charades
|
AdaFocus (weak supervision, MViT-B-K400-pretrain, 16x4)
|
MAP
|
41.4
|
# 28
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model)
|
R1@0.5
|
56.7
|
# 2
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model)
|
R1@0.7
|
35.6
|
# 2
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model)
|
R5@0.7
|
65.0
|
# 2
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model)
|
R5@0.5
|
87.9
|
# 3
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model)
|
R1@0.5
|
49.1
|
# 7
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model)
|
R1@0.7
|
22.4
|
# 6
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model)
|
R5@0.7
|
51.8
|
# 7
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model)
|
R5@0.5
|
84.2
|
# 8
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model)
|
R1@0.5
|
51.7
|
# 4
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model)
|
R1@0.7
|
23.2
|
# 5
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model)
|
R5@0.7
|
52.6
|
# 6
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model)
|
R5@0.5
|
85.2
|
# 6
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model)
|
R1@0.5
|
62.4
|
# 1
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model)
|
R1@0.7
|
38.6
|
# 1
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model)
|
R5@0.7
|
66.4
|
# 1
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model)
|
R5@0.5
|
89.4
|
# 1
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model)
|
R1@0.5
|
50.1
|
# 5
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model)
|
R1@0.7
|
21.8
|
# 7
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model)
|
R5@0.7
|
54.6
|
# 5
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model)
|
R5@0.5
|
86.1
|
# 4
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model)
|
R1@0.5
|
46.9
|
# 9
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model)
|
R1@0.7
|
21.1
|
# 9
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model)
|
R5@0.7
|
49.2
|
# 10
|
|
Temporal Sentence Grounding
|
Charades-STA
|
AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model)
|
R5@0.5
|
79.3
|
# 11
|
|