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@@ -22,22 +22,23 @@ We evaluate GRM-Llama3.2-3B-rewardmodel-ft on the [reward model benchmark](https
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| Model | Average | Chat | Chat Hard | Safety | Reasoning |
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| google/gemini-1.5-pro-0514 | 88.2 | 92.3 | 80.6 | 87.9 |92.0 |
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|RLHFlow/pair-preference-model-LLaMA3-8B |87.1 | 98.3 | 65.8|89.7|94.7|
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|google/gemini-1.5-pro-0924 | 86.8 | 94.1|77.0|85.8 |90.2|
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|openai/gpt-4o-2024-08-06 | 86.7 | 96.1 | 76.1 | 88.1 | 86.6|
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| openai/gpt-4o-2024-05-13 | 84.6| 96.6 | 70.4 | 86.5 | 84.9 |
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| sfairXC/FsfairX-LLaMA3-RM-v0.1 (8B) | 84.4 | 99.4 | 65.1 | 86.8 | 86.4 |
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| Nexusflow/Starling-RM-34B | 82.6 |96.9 |57.2 |87.7 |88.5|
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| berkeley-nest/Starling-RM-7B-alpha (7B) | 74.6 | 98 | 43.4 | 88.6 | 74.6 |
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| openbmb/UltraRM-13b (13B) | 71.3 | 96.1 | 55.3 | 45.8 | 82 |
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| Model | Average | Chat | Chat Hard | Safety | Reasoning |
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|[GRM-Llama3-8B-rewardmodel-ft](https://huggingface.co/Ray2333/GRM-Llama3-8B-rewardmodel-ft)**(8B)**|91.5|95.5|86.2|90.8|93.6|
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|[GRM-Llama3.2-3B-rewardmodel-ft](https://huggingface.co/Ray2333/GRM-Llama3.2-3B-rewardmodel-ft)**(ours, 3B)**|90.9|91.6|84.9|92.7|94.6|
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| [GRM-gemma2-2B-rewardmodel-ft](https://huggingface.co/Ray2333/GRM-gemma2-2B-rewardmodel-ft) **(Ours, 2B)**| 88.4 | 93.0 | 77.2 | 92.2 | 91.2 |
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| google/gemini-1.5-pro-0514 | 88.2 | 92.3 | 80.6 | 87.9 |92.0 |
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|RLHFlow/pair-preference-model-LLaMA3-8B |87.1 | 98.3 | 65.8|89.7|94.7|
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|[GRM-llama3-8B-sftreg](https://huggingface.co/Ray2333/GRM-llama3-8B-sftreg)**(ours, 8B)**|87.0|98.6|67.8|89.2|92.3|
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|google/gemini-1.5-pro-0924 | 86.8 | 94.1|77.0|85.8 |90.2|
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|openai/gpt-4o-2024-08-06 | 86.7 | 96.1 | 76.1 | 88.1 | 86.6|
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|[GRM-llama3.2-3B-sftreg](https://huggingface.co/Ray2333/GRM-llama3.2-3B-sftreg)**(ours, 3B)**|85.8|96.4|67.1|88.2|91.6|
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|[GRM-Gemma-2B-rewardmodel-ft](https://huggingface.co/Ray2333/GRM-Gemma-2B-rewardmodel-ft) **(Ours, 2B)**| 84.7 | 89.4 | 75.2 | 85.5 | 88.8 |
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| openai/gpt-4o-2024-05-13 | 84.6| 96.6 | 70.4 | 86.5 | 84.9 |
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| sfairXC/FsfairX-LLaMA3-RM-v0.1 (8B) | 84.4 | 99.4 | 65.1 | 86.8 | 86.4 |
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| Nexusflow/Starling-RM-34B | 82.6 |96.9 |57.2 |87.7 |88.5|
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| [GRM-Gemma2-2B-sftreg](https://huggingface.co/Ray2333/GRM-Gemma2-2B-sftreg)**(Ours, 2B)** | 81.0 | 97.2 | 59.6 | 86.9 | 80.3 |
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| [GRM-Gemma-2B-sftreg](https://huggingface.co/Ray2333/GRM-Gemma-2B-sftreg)**(Ours, 2B)** | 75.3 | 95.5 | 48.7 | 80.0 | 76.8 |
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| berkeley-nest/Starling-RM-7B-alpha (7B) | 74.6 | 98 | 43.4 | 88.6 | 74.6 |
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| [Gemma-2B-rewardmodel-baseline](https://huggingface.co/Ray2333/Gemma-2B-rewardmodel-baseline)**(Ours, 2B)** | 73.7 | 94.1 | 46.1 | 79.6 | 75.0 |
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| openbmb/UltraRM-13b (13B) | 71.3 | 96.1 | 55.3 | 45.8 | 82 |
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