Reward Modeling on WQ Arena
65.29Accuracygemini-2.5-pro
Evaluation Results
| Method | Links | |
|---|---|---|
| gemini-2.5-proModel Category=Base Models (LLM-as-a-Judge)2026.01 | 65.29 | |
| o3-2025-04-16Model Category=Base Models (LLM-as-a-Judge)2026.01 | 64.32 | |
| deepseek-r1-0528Model Category=Base Models (LLM-as-a-Judge)2026.01 | 63.48 | |
| gpt-5-2025-08-07Model Category=Base Models (LLM-as-a-Judge)2026.01 | 63.04 | |
| claude-3-7-sonnet-20250219Model Category=Base Models (LLM-as-a-Judge)2026.01 | 63 | |
| RM-NLHF-Qwen-32BModel Category=Our Generative Reward Models, Backbone=Qwen-32B2026.01 | 61.61 | |
| R1-Distill-Qwen-32BModel Category=Base Models (LLM-as-a-Judge), Backbone=Qwen-32B2026.01 | 61.15 | |
| qwen3-maxModel Category=Base Models (LLM-as-a-Judge)2026.01 | 60.62 | |
| RM-R1-Qwen-32BModel Category=Specialized Generative Reward Models, Backbone=Qwen-32B2026.01 | 59.88 | |
| INF-ORM-Llama3.1-70BModel Category=Scalar Reward Models, Backbone=Llama-3.1-70B2026.01 | 59.78 | |
| qwen-plus-latestModel Category=Base Models (LLM-as-a-Judge)2026.01 | 59.61 | |
| RRM-Qwen-32BModel Category=Specialized Generative Reward Models, Backbone=Qwen-32B2026.01 | 58.75 | |
| ArmoRM-Llama3-8B-v0.1Model Category=Scalar Reward Models, Backbone=Llama3-8B2026.01 | 58.55 | |
| deepseek-v3Model Category=Base Models (LLM-as-a-Judge)2026.01 | 58.48 | |
| URM-LLaMa-3.1-8BModel Category=Scalar Reward Models, Backbone=Llama-3.1-8B2026.01 | 58.14 | |
| gpt-4o-latestModel Category=Base Models (LLM-as-a-Judge)2026.01 | 57.99 | |
| Skywork-Reward-Llama-3.1-8B-v0.2Model Category=Scalar Reward Models, Backbone=Llama-3.1-8B2026.01 | 57.43 | |
| R1-Distill-Llama-8BModel Category=Base Models (LLM-as-a-Judge), Backbone=Llama-8B2026.01 | 56.5 | |
| RRM-Qwen-7BModel Category=Specialized Generative Reward Models, Backbone=Qwen-7B2026.01 | 54.21 | |
| RM-NLHF-Qwen-7BModel Category=Our Generative Reward Models, Backbone=Qwen-7B2026.01 | 54.16 | |
| DeepSeek-R1-Distill-Qwen-7BModel Category=Base Models (LLM-as-a-Judge), Backbone=Qwen-7B2026.01 | 53.65 | |
| RM-R1-Qwen-7BModel Category=Specialized Generative Reward Models, Backbone=Qwen-7B2026.01 | 51.81 |