Tripnet (TensorFlow v1)

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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· 2020-07-10
23.4
best: 38.1 (Team Trequartista)
SOTA
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets arXiv:2007.05405
Activity RecognitiononCholecT50
Mean AP· 2020-07-10
20
best: 29.9 (Rendezvous (TensorFlow v1))
SOTA
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets arXiv:2007.05405

Time Series2 results

Action RecognitiononCholecT50 (Challenge)
mAP· 2020-07-10
23.4
best: 38.1 (Team Trequartista)
SOTA
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets arXiv:2007.05405
Action RecognitiononCholecT50
Mean AP· 2020-07-10
20
best: 29.9 (Rendezvous (TensorFlow v1))
SOTA
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets arXiv:2007.05405