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Entity Regression research benchmarks · SOTA2 Research

Entity Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RelBench v1.0 (test)

18.4CTR (Avito Ad)

45

May 11, 2026

0.031Avito CTR Error (MAE)

26

Jul 8, 2026

rel-stack post-votes (test)

0.065MAE

12

Jun 16, 2026

RELBench ad-ctr

Structural Optimizer

0.221MAE

9

Jun 9, 2026

RELBench user-attendance

0.23MAE

9

Jun 9, 2026

RELBench driver-position

Structural Optimizer

2.13MAE

9

Jun 9, 2026

RELBench site-success

Structural Optimizer

0.31MAE

9

Jun 9, 2026

rel-hm item-sales (test)

0.056MAE

6

May 21, 2026

rel-avito ad-ctr (test)

0.039MAE

6

May 21, 2026

Popular datasets

RELBENCH rel-hm rel-stack rel-avito

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