ResearchTasksDepth-conditioned Image GenerationDepth-conditioned Image GenerationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedCOCO-5KUNIGP17.95FID7Jun 30, 2026Depth Map (test)T2I-Adapter + LISA62.7FID7Jun 26, 2026COCONexus Prime Adapter27.68CLIP Score7Feb 26, 2026MS-COCO 2017UNITY_Pre21.26FID5Jun 23, 2026OpenImages 6KModality Forcing11.41FID5Jun 12, 2026Conditional Generation Benchmark SD3-basedSD3 + ControlNet29.27G-CLIP3Jun 2, 2026