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Response Prediction research benchmarks · SOTA2 Research

Response Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WorldValuesBench (held-out)

0.977Log Loss

56

May 4, 2026

Bargaining Cross-population transfer 1.0 (test)

Qwen3-as-Observer

85.2Mean AUC

50

May 13, 2026

PDO tumor-selective (aggregated runs)

68.6AUROC

32

May 18, 2026

PDO EFP (aggregated aggregate runs)

GraphTransformer

0.71AUROC

16

May 18, 2026

Simulated Longitudinal Data n=10, T=30 (train)

95.7ACC

11

Feb 26, 2026

Simulated Longitudinal Data n=10, T=30 (test)

94.2ACC

9

Feb 26, 2026

Experiment C Cluster constant covariates

GBMixed-GRBoost

0.557MSE

7

Jun 30, 2026

Experiment C Observation-level covariates

GBMixed-GRBoost

0.551MSE

7

Jun 30, 2026

Experiment B Cluster constant covariates

0.507MSE

7

Jun 30, 2026

Experiment B Observation-level covariates

0.515MSE

7

Jun 30, 2026

Experiment A Cluster constant covariates

0.664MSE

7

Jun 30, 2026

Experiment A Observation-level covariates

0.945Mean Squared Error (MSE)

7

Jun 30, 2026

Popular datasets

Simulated Longitudinal Data PDO Experiment A Experiment C Experiment

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