ResearchTasksInstrument RecognitionInstrument RecognitionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMedley-Solos-DBTinyMU95.1Accuracy8Apr 20, 2026ProstaTDCliPPER (Ours-YT)48.6i-mAP8Mar 26, 2026CholecT50CliPPER (Ours-All)40.7i_mAP8Mar 26, 2026PSI-AVATAPIR-VST81.14mAP@0.5IoU3Feb 26, 2026Instrument Recognition Xu manually annotated unlabeled subsetLabel Propagation91.7Accuracy2Feb 26, 2026Instrument Recognition labeled subset (Xl held-out)Label Propagation84.6Accuracy2Feb 26, 2026
Instrument Recognition Xu manually annotated unlabeled subsetLabel Propagation91.7Accuracy2Feb 26, 2026