ResearchTasksLayout predictionLayout predictionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedNSR-1K spatialQwen3-8B + DivCon94.97Accuracy11Mar 10, 2026NSR-1K numericalGPT-4 (reference)97.55Precision11Mar 10, 2026HRS spatialGPT-4 (reference)86.07Accuracy11Mar 10, 2026HRS numericalQwen3-8B + DivCon93.28Precision11Mar 10, 2026SpatialLMOurs59.54F1 Score @ IoU=0.253May 19, 2026