Attention Tripnet (TensorFlow v1)

Reported on 4 benchmarks across 2 tasks · 2 papers

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

Robots2 results

Activity RecognitiononCholecT50 (Challenge)
mAP· 2022-04-10
25.5
best: 38.1 (Team Trequartista)
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition arXiv:2204.04746
Activity RecognitiononCholecT50
Mean AP· 2021-09-07
23.4
best: 29.9 (Rendezvous (TensorFlow v1))
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos arXiv:2109.03223

Time Series2 results

Action RecognitiononCholecT50 (Challenge)
mAP· 2022-04-10
25.5
best: 38.1 (Team Trequartista)
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition arXiv:2204.04746
Action RecognitiononCholecT50
Mean AP· 2021-09-07
23.4
best: 29.9 (Rendezvous (TensorFlow v1))
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos arXiv:2109.03223