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Models/DGAM

DGAM

Reported on 25 benchmarks across 5 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision20 results

VideoonActivityNet-1.2
Mean mAP· 2020-03-27
24.4
best: 30.8 (SAL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
VideoonActivityNet-1.2
mAP@0.5· 2020-03-27
41
best: 49.6 (AICL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Temporal Action LocalizationonActivityNet-1.2
Mean mAP· 2020-03-27
24.4
best: 30.8 (SAL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Temporal Action LocalizationonActivityNet-1.2
mAP@0.5· 2020-03-27
41
best: 49.6 (AICL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Action LocalizationonActivityNet-1.2
Mean mAP· 2020-03-27
24.4
best: 30.8 (SAL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Action LocalizationonActivityNet-1.2
mAP@0.5· 2020-03-27
41
best: 49.6 (AICL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Weakly Supervised Action LocalizationonActivityNet-1.2
Mean mAP· 2020-03-27
24.4
best: 30.8 (SAL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Weakly Supervised Action LocalizationonActivityNet-1.2
mAP@0.5· 2020-03-27
41
best: 49.6 (AICL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
VideoonTHUMOS 2014
mAP@0.1:0.5· 2020-03-27
45.6
best: 71.6 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
VideoonTHUMOS 2014
mAP@0.1:0.7· 2020-03-27
37
best: 60.3 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
VideoonTHUMOS 2014
mAP@0.5· 2020-03-27
28.8
best: 52.2 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Temporal Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· 2020-03-27
45.6
best: 71.6 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Temporal Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· 2020-03-27
37
best: 60.3 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Temporal Action LocalizationonTHUMOS 2014
mAP@0.5· 2020-03-27
28.8
best: 52.2 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· 2020-03-27
45.6
best: 71.6 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· 2020-03-27
37
best: 60.3 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Action LocalizationonTHUMOS 2014
mAP@0.5· 2020-03-27
28.8
best: 52.2 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· 2020-03-27
45.6
best: 71.6 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· 2020-03-27
37
best: 60.3 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.5· 2020-03-27
28.8
best: 52.2 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424

Methodology5 results

Zero-Shot LearningonActivityNet-1.2
Mean mAP· 2020-03-27
24.4
best: 30.8 (SAL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Zero-Shot LearningonActivityNet-1.2
mAP@0.5· 2020-03-27
41
best: 49.6 (AICL)
SOTA
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Zero-Shot LearningonTHUMOS 2014
mAP@0.1:0.5· 2020-03-27
45.6
best: 71.6 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Zero-Shot LearningonTHUMOS 2014
mAP@0.1:0.7· 2020-03-27
37
best: 60.3 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424
Zero-Shot LearningonTHUMOS 2014
mAP@0.5· 2020-03-27
28.8
best: 52.2 (HR-Pro)
Weakly-Supervised Action Localization by Generative Attention Modeling arXiv:2003.12424