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SOTA Reward Model Evaluation benchmarks and papers with code | Wizwand
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Reward Model Evaluation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Reward Bench 2 (test)
Distribution-Calibrated Aggregation
RB2 Factuality MAE
0.451
12
4d ago
RewardBench (test)
Consistency
Kuiper
1.65
8
4d ago
Arena-Hard RU
Qwen3-32B-RM
Best@8 Score
92.69
5
4d ago
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