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Models/CoLA

CoLA

Reported on 45 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 Vision36 results

VideoonActivityNet-1.2
Mean mAP· 2021-03-30
26.1
best: 30.8 (SAL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
VideoonActivityNet-1.2
mAP@0.5· 2021-03-30
42.7
best: 49.6 (AICL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonActivityNet-1.2
Mean mAP· 2021-03-30
26.1
best: 30.8 (SAL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonActivityNet-1.2
mAP@0.5· 2021-03-30
42.7
best: 49.6 (AICL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonActivityNet-1.2
Mean mAP· 2021-03-30
26.1
best: 30.8 (SAL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonActivityNet-1.2
mAP@0.5· 2021-03-30
42.7
best: 49.6 (AICL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonActivityNet-1.2
Mean mAP· 2021-03-30
26.1
best: 30.8 (SAL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonActivityNet-1.2
mAP@0.5· 2021-03-30
42.7
best: 49.6 (AICL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
VideoonTHUMOS 2014
mAP@0.1:0.5· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
VideoonTHUMOS 2014
mAP@0.1:0.7· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
VideoonTHUMOS 2014
mAP@0.5· 2021-03-30
32.2
best: 52.2 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
VideoonTHUMOS14
avg-mAP (0.1-0.5)· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
VideoonTHUMOS14
avg-mAP (0.1:0.7)· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
VideoonTHUMOS14
avg-mAP (0.3-0.7)· 2021-03-30
32.1
best: 51.1 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
VideoonTHUMOS’14
mAP@0.5· 2021-03-30
32.2
best: 45.3 (LACP)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonTHUMOS 2014
mAP@0.5· 2021-03-30
32.2
best: 52.2 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonTHUMOS14
avg-mAP (0.1-0.5)· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonTHUMOS14
avg-mAP (0.1:0.7)· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonTHUMOS14
avg-mAP (0.3-0.7)· 2021-03-30
32.1
best: 51.1 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Temporal Action LocalizationonTHUMOS’14
mAP@0.5· 2021-03-30
32.2
best: 45.3 (LACP)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonTHUMOS 2014
mAP@0.5· 2021-03-30
32.2
best: 52.2 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonTHUMOS14
avg-mAP (0.1-0.5)· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonTHUMOS14
avg-mAP (0.1:0.7)· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonTHUMOS14
avg-mAP (0.3-0.7)· 2021-03-30
32.1
best: 51.1 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Action LocalizationonTHUMOS’14
mAP@0.5· 2021-03-30
32.2
best: 45.3 (LACP)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.1:0.5· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.1:0.7· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.5· 2021-03-30
32.2
best: 52.2 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonTHUMOS14
avg-mAP (0.1-0.5)· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonTHUMOS14
avg-mAP (0.1:0.7)· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonTHUMOS14
avg-mAP (0.3-0.7)· 2021-03-30
32.1
best: 51.1 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Weakly Supervised Action LocalizationonTHUMOS’14
mAP@0.5· 2021-03-30
32.2
best: 45.3 (LACP)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392

Methodology9 results

Zero-Shot LearningonActivityNet-1.2
Mean mAP· 2021-03-30
26.1
best: 30.8 (SAL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Zero-Shot LearningonActivityNet-1.2
mAP@0.5· 2021-03-30
42.7
best: 49.6 (AICL)
SOTA
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Zero-Shot LearningonTHUMOS 2014
mAP@0.1:0.5· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Zero-Shot LearningonTHUMOS 2014
mAP@0.1:0.7· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Zero-Shot LearningonTHUMOS 2014
mAP@0.5· 2021-03-30
32.2
best: 52.2 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Zero-Shot LearningonTHUMOS14
avg-mAP (0.1-0.5)· 2021-03-30
50.3
best: 71.6 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Zero-Shot LearningonTHUMOS14
avg-mAP (0.1:0.7)· 2021-03-30
40.9
best: 60.3 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Zero-Shot LearningonTHUMOS14
avg-mAP (0.3-0.7)· 2021-03-30
32.1
best: 51.1 (HR-Pro)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392
Zero-Shot LearningonTHUMOS’14
mAP@0.5· 2021-03-30
32.2
best: 45.3 (LACP)
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning arXiv:2103.16392