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Models/BMN

BMN

Reported on 34 benchmarks across 6 tasks · 1 paper · 30 SOTA

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

Computer Vision21 results

VideoonActivityNet-1.3
mAP· 2019-07-23
33.85
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
VideoonActivityNet-1.3
mAP IOU@0.5· 2019-07-23
50.07
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
VideoonActivityNet-1.3
mAP IOU@0.75· 2019-07-23
34.78
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
VideoonActivityNet-1.3
mAP IOU@0.95· 2019-07-23
8.29
best: 10.85 (AdaTAD (VideoMAEv2-giant))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
VideoonActivityNet-1.3
AR@100· 2019-07-23
75.01
best: 77.67 (AOE-Net)
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
VideoonActivityNet-1.3
AUC (val)· 2019-07-23
67.1
best: 69.71 (AOE-Net)
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Temporal Action LocalizationonActivityNet-1.3
mAP· 2019-07-23
33.85
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.5· 2019-07-23
50.07
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.75· 2019-07-23
34.78
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.95· 2019-07-23
8.29
best: 10.85 (AdaTAD (VideoMAEv2-giant))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Temporal Action LocalizationonActivityNet-1.3
AR@100· 2019-07-23
75.01
best: 77.67 (AOE-Net)
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Temporal Action LocalizationonActivityNet-1.3
AUC (val)· 2019-07-23
67.1
best: 69.71 (AOE-Net)
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action LocalizationonActivityNet-1.3
mAP· 2019-07-23
33.85
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action LocalizationonActivityNet-1.3
mAP IOU@0.5· 2019-07-23
50.07
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action LocalizationonActivityNet-1.3
mAP IOU@0.75· 2019-07-23
34.78
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action LocalizationonActivityNet-1.3
mAP IOU@0.95· 2019-07-23
8.29
best: 10.85 (AdaTAD (VideoMAEv2-giant))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action LocalizationonActivityNet-1.3
AR@100· 2019-07-23
75.01
best: 77.67 (AOE-Net)
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action LocalizationonActivityNet-1.3
AUC (val)· 2019-07-23
67.1
best: 69.71 (AOE-Net)
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
VideoonTHUMOS’14
mAP IOU@0.5· 2019-07-23
32.2
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2019-07-23
32.2
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2019-07-23
32.2
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702

Methodology7 results

Zero-Shot LearningonActivityNet-1.3
mAP· 2019-07-23
33.85
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.5· 2019-07-23
50.07
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.75· 2019-07-23
34.78
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.95· 2019-07-23
8.29
best: 10.85 (AdaTAD (VideoMAEv2-giant))
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Zero-Shot LearningonActivityNet-1.3
AR@100· 2019-07-23
75.01
best: 77.67 (AOE-Net)
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Zero-Shot LearningonActivityNet-1.3
AUC (val)· 2019-07-23
67.1
best: 69.71 (AOE-Net)
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.5· 2019-07-23
32.2
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702

Robots3 results

Activity RecognitiononTHUMOS’14
mAP@0.3· 2019-07-23
56
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Activity RecognitiononTHUMOS’14
mAP@0.4· 2019-07-23
47.4
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Activity RecognitiononTHUMOS’14
mAP@0.5· 2019-07-23
38.8
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702

Time Series3 results

Action RecognitiononTHUMOS’14
mAP@0.3· 2019-07-23
56
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action RecognitiononTHUMOS’14
mAP@0.4· 2019-07-23
47.4
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702
Action RecognitiononTHUMOS’14
mAP@0.5· 2019-07-23
38.8
SOTA
BMN: Boundary-Matching Network for Temporal Action Proposal Generation arXiv:1907.09702