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Models/Action Tubes

Action Tubes

Reported on 12 benchmarks across 8 tasks · 1 paper · 12 SOTA

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

Time Series6 results

Action DetectiononUCF Sports
Frame-mAP 0.5· 2014-11-21
68.1
best: 86.7 (T-CNN)
SOTA
Finding Action Tubes arXiv:1411.6031
Action DetectiononUCF Sports
Video-mAP 0.5· 2014-11-21
75.8
best: 96.52 (Two-in-one Two Stream)
SOTA
Finding Action Tubes arXiv:1411.6031
Action DetectiononJ-HMDB
Frame-mAP 0.5· 2014-11-21
36.2
best: 88.5 (SiA)
SOTA
Finding Action Tubes arXiv:1411.6031
Action DetectiononJ-HMDB
Video-mAP 0.5· 2014-11-21
53.3
best: 88.1 (HIT)
SOTA
Finding Action Tubes arXiv:1411.6031
Action DetectiononJ-HMDB
Accuracy (RGB+pose)· 2014-11-21
62.5
best: 90.4 (Potion)
SOTA
Finding Action Tubes arXiv:1411.6031
Action RecognitiononJ-HMDB
Accuracy (RGB+pose)· 2014-11-21
62.5
best: 90.4 (Potion)
SOTA
Finding Action Tubes arXiv:1411.6031

Computer Vision3 results

VideoonJ-HMDB
Accuracy (RGB+pose)· 2014-11-21
62.5
best: 90.4 (Potion)
SOTA
Finding Action Tubes arXiv:1411.6031
Temporal Action LocalizationonJ-HMDB
Accuracy (RGB+pose)· 2014-11-21
62.5
best: 90.4 (Potion)
SOTA
Finding Action Tubes arXiv:1411.6031
Action LocalizationonJ-HMDB
Accuracy (RGB+pose)· 2014-11-21
62.5
best: 90.4 (Potion)
SOTA
Finding Action Tubes arXiv:1411.6031

Methodology1 result

Zero-Shot LearningonJ-HMDB
Accuracy (RGB+pose)· 2014-11-21
62.5
best: 90.4 (Potion)
SOTA
Finding Action Tubes arXiv:1411.6031

Robots1 result

Activity RecognitiononJ-HMDB
Accuracy (RGB+pose)· 2014-11-21
62.5
best: 90.4 (Potion)
SOTA
Finding Action Tubes arXiv:1411.6031

Natural Language Processing1 result

3D Action RecognitiononJ-HMDB
Accuracy (RGB+pose)· 2014-11-21
62.5
best: 90.4 (Potion)
SOTA
Finding Action Tubes arXiv:1411.6031