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Weather classification research benchmarks · SOTA2 Research

Weather classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LRC-WeatherNet-PP

87.77Accuracy

10

Mar 24, 2026

93.82Accuracy

10

Mar 24, 2026

WEAPD + MWD 6.8k + 60k (10% train)

92.73F1 Score

4

Apr 20, 2026

MWI 20k (10% train)

90.01Accuracy

4

Apr 20, 2026

Truncated ResNet50

98.84F1 Score

3

Apr 21, 2026

Weather Dataset (983)

96.03F1 Score

1

Apr 21, 2026

MWD + WEAPD (6688)

VIT + Enhanced Attention Module

92.73F1 Score

1

Apr 21, 2026

Popular datasets

MSU-4S Weather Dataset MWI WEAPD + MWD MWD + WEAPD

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