ResearchTasks3D Point Cloud Recognition3D Point Cloud RecognitionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedScanObjectNN Sim-to-Real variantsUni3D + Point-Cache (Global)76.21Accuracy (MN.11 → SONN.11 OBJ)16Mar 24, 2026ModelNet10 (test)ARGNP0.959OA7Feb 26, 2026ModelNet40-C (test)PointNet24.8Density6Feb 26, 2026ModelNet40-C 1.0 (test)PointNet++23.6Error Rate (Overall)6Feb 26, 2026
ScanObjectNN Sim-to-Real variantsUni3D + Point-Cache (Global)76.21Accuracy (MN.11 → SONN.11 OBJ)16Mar 24, 2026