Harmlessness on XsTest
99Refusal RateSelf-Rewarding
Evaluation results
| Method | Links | |
|---|---|---|
| Self-RewardingBackbone=Llama-3.1-8B-Instruct2025.03 | 99 | |
| STAIRBackbone=Llama-3.1-8B-Instruct2025.03 | 99 | |
| DR-IRLBackbone=Llama-3.1-8B-Instruct2025.03 | 99 | |
| STAIRBackbone=Qwen-2-7B-Instruct2025.03 | 99 | |
| DR-IRLBackbone=Qwen-2-7B-Instruct2025.03 | 98.5 | |
| IRLBackbone=Llama-3.1-8B-Instruct2025.03 | 96.5 | |
| Self-RewardingBackbone=Qwen-2-7B-Instruct2025.03 | 96 | |
| IRLBackbone=Qwen-2-7B-Instruct2025.03 | 95 | |
| SFTBackbone=Llama-3.1-8B-Instruct2025.03 | 94.5 | |
| GRPOBackbone=Llama-3.1-8B-Instruct2025.03 | 91.5 | |
| GRPOBackbone=Qwen-2-7B-Instruct2025.03 | 89.5 | |
| SACPOBackbone=Llama-3.1-8B-Instruct2025.03 | 88.5 | |
| BaseBackbone=Llama-3.1-8B-Instruct2025.03 | 88 | |
| CoTBackbone=Llama-3.1-8B-Instruct2025.03 | 87 | |
| DPOBackbone=Llama-3.1-8B-Instruct2025.03 | 86 | |
| SFTBackbone=Qwen-2-7B-Instruct2025.03 | 84 | |
| SACPOBackbone=Qwen-2-7B-Instruct2025.03 | 75 | |
| BaseBackbone=Qwen-2-7B-Instruct2025.03 | 72.5 | |
| CoTBackbone=Qwen-2-7B-Instruct2025.03 | 70 | |
| DPOBackbone=Qwen-2-7B-Instruct2025.03 | 69 |