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ResearchFormerly WizWand

Reward Modeling on WQ Arena

65.29Accuracygemini-2.5-pro
51.270854.910458.5562.1896Jan 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
gemini-2.5-proModel Category=Base Models (LLM-as-a-Judge)2026.0165.29
o3-2025-04-16Model Category=Base Models (LLM-as-a-Judge)2026.0164.32
deepseek-r1-0528Model Category=Base Models (LLM-as-a-Judge)2026.0163.48
gpt-5-2025-08-07Model Category=Base Models (LLM-as-a-Judge)2026.0163.04
claude-3-7-sonnet-20250219Model Category=Base Models (LLM-as-a-Judge)2026.0163
RM-NLHF-Qwen-32BModel Category=Our Generative Reward Models, Backbone=Qwen-32B2026.0161.61
R1-Distill-Qwen-32BModel Category=Base Models (LLM-as-a-Judge), Backbone=Qwen-32B2026.0161.15
qwen3-maxModel Category=Base Models (LLM-as-a-Judge)2026.0160.62
RM-R1-Qwen-32BModel Category=Specialized Generative Reward Models, Backbone=Qwen-32B2026.0159.88
INF-ORM-Llama3.1-70BModel Category=Scalar Reward Models, Backbone=Llama-3.1-70B2026.0159.78
qwen-plus-latestModel Category=Base Models (LLM-as-a-Judge)2026.0159.61
RRM-Qwen-32BModel Category=Specialized Generative Reward Models, Backbone=Qwen-32B2026.0158.75
ArmoRM-Llama3-8B-v0.1Model Category=Scalar Reward Models, Backbone=Llama3-8B2026.0158.55
deepseek-v3Model Category=Base Models (LLM-as-a-Judge)2026.0158.48
URM-LLaMa-3.1-8BModel Category=Scalar Reward Models, Backbone=Llama-3.1-8B2026.0158.14
gpt-4o-latestModel Category=Base Models (LLM-as-a-Judge)2026.0157.99
Skywork-Reward-Llama-3.1-8B-v0.2Model Category=Scalar Reward Models, Backbone=Llama-3.1-8B2026.0157.43
R1-Distill-Llama-8BModel Category=Base Models (LLM-as-a-Judge), Backbone=Llama-8B2026.0156.5
RRM-Qwen-7BModel Category=Specialized Generative Reward Models, Backbone=Qwen-7B2026.0154.21
RM-NLHF-Qwen-7BModel Category=Our Generative Reward Models, Backbone=Qwen-7B2026.0154.16
DeepSeek-R1-Distill-Qwen-7BModel Category=Base Models (LLM-as-a-Judge), Backbone=Qwen-7B2026.0153.65
RM-R1-Qwen-7BModel Category=Specialized Generative Reward Models, Backbone=Qwen-7B2026.0151.81