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Models/RL (full)

RL (full)

Reported on 10 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Computer Vision10 results

Action LocalizationonJIGSAWS
Edit Distance· 2018-06-21
87.96
best: 88.53 (RL+Tree)
SOTA
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action LocalizationonJIGSAWS
F1@10· 2018-06-21
92
best: 92.68 (RL+Tree)
SOTA
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action LocalizationonJIGSAWS
F1@25· 2018-06-21
90.5
best: 90.99 (RL+Tree)
SOTA
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action LocalizationonJIGSAWS
F1@50· 2018-06-21
82.2
best: 83.15 (RL+Tree)
SOTA
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action SegmentationonJIGSAWS
Edit Distance· 2018-06-21
87.96
best: 88.53 (RL+Tree)
SOTA
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action SegmentationonJIGSAWS
F1@10· 2018-06-21
92
best: 92.68 (RL+Tree)
SOTA
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action SegmentationonJIGSAWS
F1@25· 2018-06-21
90.5
best: 90.99 (RL+Tree)
SOTA
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action SegmentationonJIGSAWS
F1@50· 2018-06-21
82.2
best: 83.15 (RL+Tree)
SOTA
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action LocalizationonJIGSAWS
Accuracy· 2018-06-21
81.43
best: 82.9 (TricorNet)
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089
Action SegmentationonJIGSAWS
Accuracy· 2018-06-21
81.43
best: 82.9 (TricorNet)
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification arXiv:1806.08089