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Papers Benchmarks Datasets Tasks

Value-Order Correlation research benchmarks · SOTA2 Research

Value-Order Correlation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Self-collected 3 embodiments, expert demonstrations

0.99Value-Order Correlation (VOC)

7

Jun 24, 2026

EgoDex expert demonstrations

95VOC

7

Jun 24, 2026

RoboCOIN expert demonstrations

95VOC

7

Jun 24, 2026

OXE expert demonstrations

0.94Value-Order Correlation

7

Jun 24, 2026

RoboRewardBench (held-out)

LLM-as-a-Verifier

0.966Spearman VOC

4

Jul 7, 2026

Popular datasets

Self-collected EgoDex RoboRewardBench OXE RoboCOIN

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