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Papers Benchmarks Datasets Tasks

Ordinal Regression research benchmarks · SOTA2 Research

Ordinal Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Task Calibration

0.72L1 Error

48

May 12, 2026

Task Calibration

0.65L1 Loss

24

May 12, 2026

AOR-DR (Affine Fusion)

65.7Accuracy

9

Feb 26, 2026

AOR-DR (Affine Fusion)

70.3Accuracy

9

Feb 26, 2026

Messidor (test)

64.7Accuracy

9

Feb 26, 2026

AOR-DR (Cross Attention)

0.771Accuracy

9

Feb 26, 2026

0.42MAE

5

Feb 26, 2026

0.58MAE

5

Feb 26, 2026

0.49MAE

5

Feb 26, 2026

0.38MAE

5

Feb 26, 2026

0.35MAE

5

Feb 26, 2026

0.68MAE

5

Feb 26, 2026

0.45MAE

5

Feb 26, 2026

0.54MAE

5

Feb 26, 2026

Popular datasets

Wiki APTOS Messidor DDR DEEPDR

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