ResearchTasksFew-shot 3D Point Cloud Semantic SegmentationFew-shot 3D Point Cloud Semantic SegmentationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedS3DIS v1.2 (Area-5)Seg-NN + t-FCW w/ GeoPCSD62.42mIoU (S0)56May 18, 2026S3DIS (Mean across folds)UPL52.22mIoU40Mar 23, 2026ScanNet v2DA-FSS55.4mIoU (S0)24Feb 26, 2026