ResearchBenchmarksSemantic Segmentation on GID5Follow19.77Background IoUGR-CoT10.4112.8415.2717.7Feb 9, 2026Evaluation ResultsMethodMethodLinksBackground IoUBackground AccuracyBuilt-up IoUBuilt-up AccuracyFarmland IoUFarmland AccuracyForest IoUForest AccuracyMeadow IoUMeadow AccuracyWater IoUWater AccuracymIoUOverall AccuracyGR-CoT2026.0219.7721.8352.675.9165.3291.4560.1186.2326.664.1847.6892.0645.3463.34RSKT-Seg2026.0216.9619.3349.4671.3855.5261.9867.9183.654.054.0645.2785.4742.261.4CAT-Seg2026.0210.7711.4753.1478.7363.8288.1958.8484.1114.3857.0740.4391.7840.2359.12