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Papers Benchmarks Datasets Tasks

Yield Prediction research benchmarks · SOTA2 Research

Yield Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

dataset 2023 (val)

0.122RMSE

24

Jun 9, 2026

Genomes to Fields Maize GxE new environments, mixed genotypes 2022 (test)

2.4RMSE

15

May 7, 2026

CropNet Winter Wheat (test)

PhenoYieldNet-SC

8.2RMSE

9

May 25, 2026

CropNet Soybean (test)

PhenoYieldNet-MC

5.91RMSE

9

May 25, 2026

CropNet Cotton (test)

PhenoYieldNet-MC

54.88RMSE

9

May 25, 2026

CropNet Corn (test)

PhenoYieldNet-MC

16.52RMSE

9

May 25, 2026

8x2 SRAM FF corner

Zero-Hyperparameter YMCA Framework

1Mean Relative Error

9

Mar 16, 2026

0.27MAE

7

May 22, 2026

5.95RMSE

5

May 25, 2026

32x2 SRAM SS corner

85Yield

4

Mar 16, 2026

32x2 SRAM FS corner

100Yield

4

Mar 16, 2026

32x2 SRAM SF corner

34.9Yield (Y)

4

Mar 16, 2026

32x2 SRAM FF corner

100Yield

4

Mar 16, 2026

32x2 SRAM TT corner

97.6Y

4

Mar 16, 2026

16x2 SRAM SS corner

96.1Y

4

Mar 16, 2026

16x2 SRAM FS corner

97.8Yield

4

Mar 16, 2026

16x2 SRAM SF corner

14Yield (Y)

4

Mar 16, 2026

16x2 SRAM FF corner

100Yield

4

Mar 16, 2026

16x2 SRAM TT corner

31.5Yield

4

Mar 16, 2026

8x2 SRAM SS corner

0Y (%)

4

Mar 16, 2026

8x2 SRAM FS corner

100Yield

4

Mar 16, 2026

8x2 SRAM SF corner

11.3Y

4

Mar 16, 2026

8x2 SRAM TT corner

87.1Yield

4

Mar 16, 2026

4x2 SRAM SS corner

0Y

4

Mar 16, 2026

4x2 SRAM FS corner

100Yield

4

Mar 16, 2026

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