ResearchBenchmarksMulti-label Scene Classification on DeepGlobe-ML Additive Noise (test)Multi-label Scene Classification on DeepGlobe-ML Additive Noise (test)Follow80.15mAP macro (10% noise)NAR75.324476.577277.8379.0828Jan 13, 2026Evaluation resultsMethodMethodLinksmAP macro (10% noise)mAP macro (20% noise)mAP macro (30% noise)mAP macro (40% noise)mAP macro (60% noise)NARELR=withELR=with2026.0180.1578.8478.6477.6776NARELR=withoutELR=without2026.0179.6779.1378.1177.8876.52SAT2026.0179.557977.9277.7176.44ELR2026.0178.8876.5674.2974.5172.39BCE2026.0177.3675.9975.2174.3873.76ASL2026.0176.9575.6374.6674.6573.54BM2026.0175.5174.0473.7573.3272.62