Safety Alignment on JOOD
0ASRMoRAS
Evaluation Results
| Method | Links | |
|---|---|---|
| MoRASModel=LLaVA-OneVision-7B2025.10 | 0 | |
| CoCAModel=Qwen-VL-Chat2025.10 | 0 | |
| MoRASModel=Qwen-VL-Chat2025.10 | 0.4 | |
| AutoSteerModel=LLaVA-OneVision-7B2025.10 | 1.1 | |
| CoCAModel=InternLM-XComposer-2.52025.10 | 2.2 | |
| ETAModel=Qwen-VL-Chat2025.10 | 2.6 | |
| MoRASModel=InternLM-XComposer-2.52025.10 | 2.7 | |
| FigStepModel=InternLM-XComposer-2.52025.10 | 3.6 | |
| FigStepModel=Qwen-VL-Chat2025.10 | 5.6 | |
| FigStepModel=LLaVA-OneVision-7B2025.10 | 5.8 | |
| CoCAModel=LLaVA-OneVision-7B2025.10 | 6.3 | |
| MoRASModel=LLaVA-1.5-7B2025.10 | 6.4 | |
| MoRASBackbone=LLaVA-1.5-13B2025.10 | 7.3 | |
| AutoSteerModel=Qwen-VL-Chat2025.10 | 7.4 | |
| ECSOModel=Qwen-VL-Chat2025.10 | 7.6 | |
| AutoSteerModel=InternLM-XComposer-2.52025.10 | 7.7 | |
| CoCABackbone=LLaVA-1.5-13B2025.10 | 7.8 | |
| ASTRAModel=Qwen-VL-Chat2025.10 | 8.8 | |
| VanillaModel=Qwen-VL-Chat2025.10 | 9.6 | |
| ETAModel=LLaVA-OneVision-7B2025.10 | 10.6 | |
| ETAModel=InternLM-XComposer-2.52025.10 | 10.6 | |
| FigStepBackbone=LLaVA-1.5-13B2025.10 | 11.6 | |
| CoCAModel=LLaVA-1.5-7B2025.10 | 13.5 | |
| ECSOModel=LLaVA-OneVision-7B2025.10 | 13.8 | |
| ECSOModel=InternLM-XComposer-2.52025.10 | 16 | |
| ASTRAModel=LLaVA-OneVision-7B2025.10 | 16.2 | |
| VanillaModel=LLaVA-OneVision-7B2025.10 | 16.7 | |
| ETAModel=LLaVA-1.5-7B2025.10 | 17.1 | |
| ETABackbone=LLaVA-1.5-13B2025.10 | 18.6 | |
| AutoSteerModel=LLaVA-1.5-7B2025.10 | 18.7 | |
| ASTRAModel=InternLM-XComposer-2.52025.10 | 18.7 | |
| VanillaModel=InternLM-XComposer-2.52025.10 | 19.3 | |
| FigStepModel=LLaVA-1.5-7B2025.10 | 20.2 | |
| ECSOModel=LLaVA-1.5-7B2025.10 | 23.6 | |
| ECSOBackbone=LLaVA-1.5-13B2025.10 | 25.5 | |
| AutoSteerBackbone=LLaVA-1.5-13B2025.10 | 27.7 | |
| ASTRABackbone=LLaVA-1.5-13B2025.10 | 43.3 | |
| ASTRAModel=LLaVA-1.5-7B2025.10 | 44.7 | |
| VanillaBackbone=LLaVA-1.5-13B2025.10 | 48.7 | |
| VanillaModel=LLaVA-1.5-7B2025.10 | 51.6 |