Safety on SIUO
91Safety Score (SIUO)EcoAlign
Evaluation Results
| Method | Links | |
|---|---|---|
| EcoAlignCategory=Closed-source, Model=Qwen-VL-Max, Avg. Cost=12.72025.11 | 91 | |
| EcoAlignCategory=Open-source, Model=Llama-3.2-11B-Vision, Avg. Cost=28.22025.11 | 89.3 | |
| EcoAlignCategory=Closed-source, Model=GPT-4o, Avg. Cost=21.22025.11 | 87.1 | |
| EcoAlignCategory=Closed-source, Model=Gemini-2.5-Flash, Avg. Cost=24.12025.11 | 85.8 | |
| EcoAlignCategory=Open-source, Model=InternVL3-14B, Avg. Cost=39.32025.11 | 85.3 | |
| VLM-GuardCategory=Closed-source, Model=Qwen-VL-Max, Avg. Cost=2.22025.11 | 78.1 | |
| VLM-GuardCategory=Open-source, Model=Llama-3.2-11B-Vision, Avg. Cost=1.62025.11 | 77.6 | |
| VLM-GuardCategory=Closed-source, Model=Gemini-2.5-Flash, Avg. Cost=1.42025.11 | 75 | |
| VLM-GuardCategory=Closed-source, Model=GPT-4o, Avg. Cost=3.12025.11 | 74 | |
| CoDCategory=Closed-source, Model=GPT-4o, Avg. Cost=25.82025.11 | 73.1 | |
| CoTCategory=Closed-source, Model=GPT-4o, Avg. Cost=104.32025.11 | 72.6 | |
| CoDCategory=Closed-source, Model=Gemini-2.5-Flash, Avg. Cost=27.52025.11 | 69.6 | |
| VLM-GuardCategory=Open-source, Model=InternVL3-14B, Avg. Cost=1.92025.11 | 65.6 | |
| CoDCategory=Closed-source, Model=Qwen-VL-Max, Avg. Cost=34.32025.11 | 65.5 | |
| CoTCategory=Closed-source, Model=Gemini-2.5-Flash, Avg. Cost=86.62025.11 | 64.2 | |
| CoTCategory=Closed-source, Model=Qwen-VL-Max, Avg. Cost=1142025.11 | 57.2 | |
| CoDCategory=Open-source, Model=Llama-3.2-11B-Vision, Avg. Cost=362025.11 | 56 | |
| CoDCategory=Open-source, Model=InternVL3-14B, Avg. Cost=45.52025.11 | 55 | |
| CoTCategory=Open-source, Model=InternVL3-14B, Avg. Cost=134.22025.11 | 54.8 | |
| BaseCategory=Closed-source, Model=Gemini-2.5-Flash, Avg. Cost=12025.11 | 53.9 | |
| BaseCategory=Closed-source, Model=GPT-4o, Avg. Cost=12025.11 | 51.8 | |
| CoTCategory=Open-source, Model=Llama-3.2-11B-Vision, Avg. Cost=108.32025.11 | 51.7 | |
| BaseCategory=Closed-source, Model=Qwen-VL-Max, Avg. Cost=12025.11 | 46.6 | |
| BaseCategory=Open-source, Model=InternVL3-14B, Avg. Cost=12025.11 | 44.2 | |
| BaseCategory=Open-source, Model=Llama-3.2-11B-Vision, Avg. Cost=12025.11 | 37.1 |