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Fréchet Regression research benchmarks · SOTA2 Research

Fréchet Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simulated distributional outputs under linear relationships

0.015Average MSE

30

Jun 2, 2026

Probability Distributions Exponential

0.069Mean Prediction Error

12

Jun 8, 2026

Probability Distributions Quadratic

0.089Mean Prediction Error

12

Jun 8, 2026

Probability Distributions Linear

0.034Mean Prediction Error

12

Jun 8, 2026

0.053Mean Prediction Error

12

Jun 8, 2026

SPD (Symmetric Positive Definite matrices)

0.006Mean Prediction Error

9

Jun 8, 2026

Popular datasets

Probability Distributions SPD Simulated distributional outputs Networks

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