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Papers Benchmarks Datasets Tasks

Multi-label Scene Classification research benchmarks · SOTA2 Research

Multi-label Scene Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

72.18mAP (macro)

105

Feb 26, 2026

92.67mAP (macro)

105

Feb 26, 2026

DeepGlobe-ML Mixed Noise (test)

79.15mAP macro (10% noise)

7

Feb 26, 2026

DeepGlobe-ML Additive Noise (test)

80.15mAP macro (10% noise)

7

Feb 26, 2026

DeepGlobe-ML Subtractive Noise (test)

80.35mAP macro (10% noise)

7

Feb 26, 2026

BigEarthNet Sentinel-2

85.02mAP

6

Feb 26, 2026

BigEarthNet 100% 1.0 (full set)

89.3mAP

6

Feb 26, 2026

Popular datasets

BigEarthNet DeepGlobe AID UCMerced DeepGlobe-ML

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