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Models/TadML(rgb-only)

TadML(rgb-only)

Reported on 24 benchmarks across 4 tasks · 1 paper

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

Computer Vision18 results

VideoonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-06-07
53.46
best: 76.9 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
VideoonTHUMOS’14
mAP IOU@0.3· 2022-06-07
68.78
best: 89.7 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
VideoonTHUMOS’14
mAP IOU@0.4· 2022-06-07
64.66
best: 86.7 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
VideoonTHUMOS’14
mAP IOU@0.5· 2022-06-07
56.61
best: 80.9 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
VideoonTHUMOS’14
mAP IOU@0.6· 2022-06-07
45.4
best: 71 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
VideoonTHUMOS’14
mAP IOU@0.7· 2022-06-07
31.88
best: 56.1 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Temporal Action LocalizationonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-06-07
53.46
best: 76.9 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2022-06-07
68.78
best: 89.7 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2022-06-07
64.66
best: 86.7 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2022-06-07
56.61
best: 80.9 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2022-06-07
45.4
best: 71 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2022-06-07
31.88
best: 56.1 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Action LocalizationonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-06-07
53.46
best: 76.9 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2022-06-07
68.78
best: 89.7 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2022-06-07
64.66
best: 86.7 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2022-06-07
56.61
best: 80.9 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2022-06-07
45.4
best: 71 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2022-06-07
31.88
best: 56.1 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997

Methodology6 results

Zero-Shot LearningonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-06-07
53.46
best: 76.9 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.3· 2022-06-07
68.78
best: 89.7 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.4· 2022-06-07
64.66
best: 86.7 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.5· 2022-06-07
56.61
best: 80.9 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.6· 2022-06-07
45.4
best: 71 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.7· 2022-06-07
31.88
best: 56.1 (AdaTAD (VideoMAEv2-giant))
TadML: A fast temporal action detection with Mechanics-MLP arXiv:2206.02997