ResearchBenchmarksMulti-label scene classification on DeepGlobe-ML Subtractive Noise (test)Multi-label scene classification on DeepGlobe-ML Subtractive Noise (test)Follow80.35mAP macro (10% noise)NAR74.94276.34677.7579.154Jan 13, 2026Evaluation resultsMethodMethodLinksmAP macro (10% noise)mAP macro (20% noise)mAP macro (30% noise)mAP macro (40% noise)mAP macro (60% noise)NARELR=withELR=with2026.0180.3579.0678.3676.7475.1NARELR=withoutELR=without2026.0179.778.6377.4376.0574.26SAT2026.0178.8277.476.1974.4271.84ELR2026.0178.3976.3175.9274.4371.92ASL2026.0176.4274.8773.8472.6270.21BCE2026.0176.3773.4972.4671.7267.66BM2026.0175.1572.4871.6569.2666.78