Reward Modeling on WPB
63.89AccuracyR1-Distill-Qwen-32B
Evaluation Results
| Method | Links | |
|---|---|---|
| R1-Distill-Qwen-32BModel Category=Base Models (LLM-as-a-Judge), Backbone=Qwen-32B2026.01 | 63.89 | |
| gemini-2.5-proModel Category=Base Models (LLM-as-a-Judge)2026.01 | 63.67 | |
| RM-R1-Qwen-32BModel Category=Specialized Generative Reward Models, Backbone=Qwen-32B2026.01 | 63.67 | |
| RRM-Qwen-32BModel Category=Specialized Generative Reward Models, Backbone=Qwen-32B2026.01 | 62.83 | |
| qwen-plus-latestModel Category=Base Models (LLM-as-a-Judge)2026.01 | 62.78 | |
| o3-2025-04-16Model Category=Base Models (LLM-as-a-Judge)2026.01 | 62.34 | |
| deepseek-r1-0528Model Category=Base Models (LLM-as-a-Judge)2026.01 | 61.83 | |
| RM-NLHF-Qwen-32BModel Category=Our Generative Reward Models, Backbone=Qwen-32B2026.01 | 61.83 | |
| qwen3-maxModel Category=Base Models (LLM-as-a-Judge)2026.01 | 61.33 | |
| deepseek-v3Model Category=Base Models (LLM-as-a-Judge)2026.01 | 61.22 | |
| claude-3-7-sonnet-20250219Model Category=Base Models (LLM-as-a-Judge)2026.01 | 59.67 | |
| INF-ORM-Llama3.1-70BModel Category=Scalar Reward Models, Backbone=Llama-3.1-70B2026.01 | 59.67 | |
| gpt-5-2025-08-07Model Category=Base Models (LLM-as-a-Judge)2026.01 | 59.39 | |
| gpt-4o-latestModel Category=Base Models (LLM-as-a-Judge)2026.01 | 58.83 | |
| R1-Distill-Llama-8BModel Category=Base Models (LLM-as-a-Judge), Backbone=Llama-8B2026.01 | 58.41 | |
| RM-NLHF-Qwen-7BModel Category=Our Generative Reward Models, Backbone=Qwen-7B2026.01 | 55.21 | |
| Skywork-Reward-Llama-3.1-8B-v0.2Model Category=Scalar Reward Models, Backbone=Llama-3.1-8B2026.01 | 53.22 | |
| RM-R1-Qwen-7BModel Category=Specialized Generative Reward Models, Backbone=Qwen-7B2026.01 | 52.61 | |
| DeepSeek-R1-Distill-Qwen-7BModel Category=Base Models (LLM-as-a-Judge), Backbone=Qwen-7B2026.01 | 51.61 | |
| RRM-Qwen-7BModel Category=Specialized Generative Reward Models, Backbone=Qwen-7B2026.01 | 51.61 | |
| URM-LLaMa-3.1-8BModel Category=Scalar Reward Models, Backbone=Llama-3.1-8B2026.01 | 48.84 | |
| ArmoRM-Llama3-8B-v0.1Model Category=Scalar Reward Models, Backbone=Llama3-8B2026.01 | 44.95 |