ResearchBenchmarksMulti-label scene classification on DeepGlobe-ML Mixed Noise (test)Multi-label scene classification on DeepGlobe-ML Mixed Noise (test)Follow79.15mAP macro (10% noise)NAR72.265274.052675.8477.6274Jan 13, 2026Evaluation resultsMethodMethodLinksmAP macro (10% noise)mAP macro (20% noise)mAP macro (30% noise)mAP macro (40% noise)mAP macro (60% noise)NARELR=withELR=with2026.0179.1575.5370.7164.0556.4NARELR=withoutELR=without2026.0179.176.3371.2165.6256.64SAT2026.0177.8574.365.1161.6953.09ELR2026.0176.671.0365.4659.0448.29BCE2026.0175.1173.0263.5959.1751.2ASL2026.0174.1569.7162.4159.7950.59BM2026.0172.5369.4461.6557.3748.62