ResearchTasksLiDAR point cloud generationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedKITTI-360 Text conditionedLiDARDraft23.88FRD6Feb 26, 2026KITTI-360 Image conditionedLiDARDraft24.62FRD3Feb 26, 2026KITTI-360 Semantic Map conditionedLiDARDraft21.72FRD3Feb 26, 2026