Action Triplet Detection
2 papers with code • 1 benchmarks • 1 datasets
Detecting and localizing bounding boxes of tools and anatomies. Then prediction their relationship as action triplet <instrument, verb, target>
Benchmarks
These leaderboards are used to track progress in Action Triplet Detection
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CholecT50
Most implemented papers
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection
This paper presents the CholecTriplet2022 challenge, which extends surgical action triplet modeling from recognition to detection.
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
We analyze how the amount of instrument spatial annotations affects triplet detection and observe that accurate instrument localization does not guarantee better triplet detection due to the risk of erroneous associations with the verbs and targets.
