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Models/W-TALC

W-TALC

Reported on 32 benchmarks across 5 tasks · 1 paper · 32 SOTA

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

Computer Vision26 results

VideoonTHUMOS 2014
mAP@0.5· 2018-07-27
22.8
best: 52.2 (HR-Pro)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
VideoonFineAction
mAP· 2018-07-27
3.45
best: 29.6 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
VideoonFineAction
mAP IOU@0.5· 2018-07-27
6.18
best: 46.4 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
VideoonFineAction
mAP IOU@0.75· 2018-07-27
3.15
best: 29.5 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
VideoonFineAction
mAP IOU@0.95· 2018-07-27
0.83
best: 7.6 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
VideoonActivityNet-1.2
mAP@0.5· 2018-07-27
37
best: 49.6 (AICL)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
VideoonTHUMOS’14
mAP· 2018-07-27
85.6
best: 86.9 (3C-Net)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
VideoonActivityNet-1.2
mAP· 2018-07-27
93.2
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Temporal Action LocalizationonTHUMOS 2014
mAP@0.5· 2018-07-27
22.8
best: 52.2 (HR-Pro)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Temporal Action LocalizationonFineAction
mAP· 2018-07-27
3.45
best: 29.6 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Temporal Action LocalizationonFineAction
mAP IOU@0.5· 2018-07-27
6.18
best: 46.4 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Temporal Action LocalizationonFineAction
mAP IOU@0.75· 2018-07-27
3.15
best: 29.5 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Temporal Action LocalizationonFineAction
mAP IOU@0.95· 2018-07-27
0.83
best: 7.6 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Temporal Action LocalizationonActivityNet-1.2
mAP@0.5· 2018-07-27
37
best: 49.6 (AICL)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Action LocalizationonTHUMOS 2014
mAP@0.5· 2018-07-27
22.8
best: 52.2 (HR-Pro)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Action LocalizationonFineAction
mAP· 2018-07-27
3.45
best: 29.6 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Action LocalizationonFineAction
mAP IOU@0.5· 2018-07-27
6.18
best: 46.4 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Action LocalizationonFineAction
mAP IOU@0.75· 2018-07-27
3.15
best: 29.5 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Action LocalizationonFineAction
mAP IOU@0.95· 2018-07-27
0.83
best: 7.6 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Action LocalizationonActivityNet-1.2
mAP@0.5· 2018-07-27
37
best: 49.6 (AICL)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Weakly Supervised Action LocalizationonTHUMOS 2014
mAP@0.5· 2018-07-27
22.8
best: 52.2 (HR-Pro)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Weakly Supervised Action LocalizationonFineAction
mAP· 2018-07-27
3.45
best: 4.1 (HAAN)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Weakly Supervised Action LocalizationonFineAction
mAP IOU@0.5· 2018-07-27
6.18
best: 7.05 (HAAN)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Weakly Supervised Action LocalizationonFineAction
mAP IOU@0.75· 2018-07-27
3.15
best: 3.95 (HAAN)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Weakly Supervised Action LocalizationonFineAction
mAP IOU@0.95· 2018-07-27
0.83
best: 3.3 (ASL)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Weakly Supervised Action LocalizationonActivityNet-1.2
mAP@0.5· 2018-07-27
37
best: 49.6 (AICL)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418

Methodology6 results

Zero-Shot LearningonTHUMOS 2014
mAP@0.5· 2018-07-27
22.8
best: 52.2 (HR-Pro)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Zero-Shot LearningonFineAction
mAP· 2018-07-27
3.45
best: 29.6 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Zero-Shot LearningonFineAction
mAP IOU@0.5· 2018-07-27
6.18
best: 46.4 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Zero-Shot LearningonFineAction
mAP IOU@0.75· 2018-07-27
3.15
best: 29.5 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Zero-Shot LearningonFineAction
mAP IOU@0.95· 2018-07-27
0.83
best: 7.6 (RDFA-S6 (InternVideo2-6B))
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418
Zero-Shot LearningonActivityNet-1.2
mAP@0.5· 2018-07-27
37
best: 49.6 (AICL)
SOTA
W-TALC: Weakly-supervised Temporal Activity Localization and Classification arXiv:1807.10418