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Models/DeepMetricLearner

DeepMetricLearner

Reported on 32 benchmarks across 4 tasks · 1 paper · 16 SOTA

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

Computer Vision24 results

VideoonActivityNet-1.2
mAP IOU@0.1· 2020-01-21
60.5
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
VideoonActivityNet-1.2
mAP IOU@0.3· 2020-01-21
48.4
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
VideoonActivityNet-1.2
mAP IOU@0.5· 2020-01-21
35.2
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
VideoonActivityNet-1.2
mAP IOU@0.7· 2020-01-21
16.3
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Temporal Action LocalizationonActivityNet-1.2
mAP IOU@0.1· 2020-01-21
60.5
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Temporal Action LocalizationonActivityNet-1.2
mAP IOU@0.3· 2020-01-21
48.4
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Temporal Action LocalizationonActivityNet-1.2
mAP IOU@0.5· 2020-01-21
35.2
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Temporal Action LocalizationonActivityNet-1.2
mAP IOU@0.7· 2020-01-21
16.3
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Action LocalizationonActivityNet-1.2
mAP IOU@0.1· 2020-01-21
60.5
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Action LocalizationonActivityNet-1.2
mAP IOU@0.3· 2020-01-21
48.4
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Action LocalizationonActivityNet-1.2
mAP IOU@0.5· 2020-01-21
35.2
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Action LocalizationonActivityNet-1.2
mAP IOU@0.7· 2020-01-21
16.3
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
VideoonTHUMOS’14
mAP IOU@0.1· 2020-01-21
62.3
best: 74.02 (TSP)
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
VideoonTHUMOS’14
mAP IOU@0.3· 2020-01-21
46.8
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
VideoonTHUMOS’14
mAP IOU@0.5· 2020-01-21
29.6
best: 80.9 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
VideoonTHUMOS’14
mAP IOU@0.7· 2020-01-21
9.7
best: 56.1 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.1· 2020-01-21
62.3
best: 74.02 (TSP)
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2020-01-21
46.8
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2020-01-21
29.6
best: 80.9 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2020-01-21
9.7
best: 56.1 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Action LocalizationonTHUMOS’14
mAP IOU@0.1· 2020-01-21
62.3
best: 74.02 (TSP)
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2020-01-21
46.8
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2020-01-21
29.6
best: 80.9 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2020-01-21
9.7
best: 56.1 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793

Methodology8 results

Zero-Shot LearningonActivityNet-1.2
mAP IOU@0.1· 2020-01-21
60.5
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Zero-Shot LearningonActivityNet-1.2
mAP IOU@0.3· 2020-01-21
48.4
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Zero-Shot LearningonActivityNet-1.2
mAP IOU@0.5· 2020-01-21
35.2
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Zero-Shot LearningonActivityNet-1.2
mAP IOU@0.7· 2020-01-21
16.3
SOTA
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.1· 2020-01-21
62.3
best: 74.02 (TSP)
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.3· 2020-01-21
46.8
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.5· 2020-01-21
29.6
best: 80.9 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.7· 2020-01-21
9.7
best: 56.1 (AdaTAD (VideoMAEv2-giant))
Weakly Supervised Temporal Action Localization Using Deep Metric Learning arXiv:2001.07793