ResearchTasksShading EstimationShading EstimationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedARAP (test)Niid-net0.022LMSE12Feb 26, 2026Hypersim (test)StableMTL0.201RMSE5Apr 21, 2026MIDSingle-task baseline0.215RMSE5Apr 21, 2026Out-of-domainDMP0.007MSE3Feb 26, 2026In-domainControlNet0.027MSE3Feb 26, 2026MIT Intrinsic Barron and Malik (test)FlowIID0.012LMSE1Feb 26, 2026