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Papers Benchmarks Datasets Tasks

Joint Quantile Regression research benchmarks · SOTA2 Research

Joint Quantile Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Scenario 2 Model A

0.038MSE (τ=0.05)

8

May 8, 2026

Scenario 1 Model A

0.031MSE (τ=0.05)

8

May 8, 2026

Scenario 3 Model B (n=10000)

0.192MSE ($ au=0.05$)

4

May 8, 2026

Scenario 3 Model B (n=5000)

0.294MSE (τ=0.05)

4

May 8, 2026

Scenario 3 Model B (n=1000)

0.693MSE (τ=0.05)

4

May 8, 2026

Scenario 3 Model A (n=10000)

0.23MSE (τ=0.05)

4

May 8, 2026

Scenario 3 Model A (n=5000)

0.321MSE (τ=0.05)

4

May 8, 2026

Scenario 3 Model A

0.866MSE (τ=0.05)

4

May 8, 2026

Scenario 2 Model B (n=10000)

0.047MSE (τ=0.05)

4

May 8, 2026

Scenario 2 Model B (n=5000)

0.065MSE (τ=0.05)

4

May 8, 2026

Scenario 2 Model B (n=1000)

0.136MSE (τ=0.05)

4

May 8, 2026

Scenario 2 Model A (n=1000)

0.167MSE (τ=0.05)

4

May 8, 2026

Scenario 1 Model B

0.055MSE (τ=0.05)

4

May 8, 2026

Scenario 1 Model B (n=5000)

0.077MSE (τ=0.05)

4

May 8, 2026

Scenario 1 Model B (n=1000)

0.191MSE (τ=0.05)

4

May 8, 2026

Scenario 1 Model A (n=5000)

0.047MSE (τ=0.05)

4

May 8, 2026

Popular datasets

Scenario Scenario 1

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