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Models/BSN UNet

BSN UNet

Reported on 20 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision15 results

VideoonTHUMOS’14
mAP IOU@0.3· 2018-06-08
53.5
best: 89.7 (AdaTAD (VideoMAEv2-giant))
SOTA
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2018-06-08
53.5
best: 89.7 (AdaTAD (VideoMAEv2-giant))
SOTA
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2018-06-08
53.5
best: 89.7 (AdaTAD (VideoMAEv2-giant))
SOTA
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
VideoonTHUMOS’14
mAP IOU@0.4· 2018-06-08
45
best: 86.7 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
VideoonTHUMOS’14
mAP IOU@0.5· 2018-06-08
36.9
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
VideoonTHUMOS’14
mAP IOU@0.6· 2018-06-08
28.4
best: 71 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
VideoonTHUMOS’14
mAP IOU@0.7· 2018-06-08
20
best: 56.1 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2018-06-08
45
best: 86.7 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2018-06-08
36.9
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2018-06-08
28.4
best: 71 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2018-06-08
20
best: 56.1 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2018-06-08
45
best: 86.7 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2018-06-08
36.9
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2018-06-08
28.4
best: 71 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2018-06-08
20
best: 56.1 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964

Methodology5 results

Zero-Shot LearningonTHUMOS’14
mAP IOU@0.3· 2018-06-08
53.5
best: 89.7 (AdaTAD (VideoMAEv2-giant))
SOTA
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.4· 2018-06-08
45
best: 86.7 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.5· 2018-06-08
36.9
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.6· 2018-06-08
28.4
best: 71 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.7· 2018-06-08
20
best: 56.1 (AdaTAD (VideoMAEv2-giant))
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation arXiv:1806.02964