Model Utility Evaluation on VL-Guard SS
25.63RRMLLM-Protector
Evaluation Results
| Method | Links | |
|---|---|---|
| MLLM-ProtectorModels=Qwen3-VL2026.05 | 25.63 | |
| MLLM-ProtectorModels=Qwen2.5-VL2026.05 | 24.19 | |
| MLLM-ProtectorModels=LLaVA-1.5-7b2026.05 | 22.22 | |
| VanillaModels=Qwen3-VL2026.05 | 22.22 | |
| VanillaModels=Qwen2.5-VL2026.05 | 21.33 | |
| ECSOModels=Qwen2.5-VL2026.05 | 21.33 | |
| MRDModels=Qwen2.5-VL2026.05 | 21.33 | |
| ECSOModels=Qwen3-VL2026.05 | 21.15 | |
| MRDModels=Qwen3-VL2026.05 | 21.15 | |
| MRDModels=LLaVA-1.5-7b2026.05 | 17.56 | |
| ECSOModels=LLaVA-1.5-7b2026.05 | 16.67 | |
| VanillaModels=LLaVA-1.5-7b2026.05 | 15.77 | |
| SafeSteerModels=Qwen2.5-VL2026.05 | 15.41 | |
| SafeSteerModels=LLaVA-1.5-7b2026.05 | 13.98 | |
| SafeSteerModels=Qwen3-VL2026.05 | 11.29 |