Visual Perception on V*
89ScoreStep-GUI-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| Step-GUI-8BParameters=8B2025.12 | 89 | |
| VL-Scaler-MiMOSize=7B2026.05 | 89 | |
| DeepEyesSize=7B2026.05 | 88.9 | |
| VL-ScalerSize=7B2026.05 | 86.6 | |
| Qwen3-VL 8B-InstructParameters=8B, Type=Instruct2025.12 | 86.4 | |
| Qwen3-VL-30B A3B-InstructParameters=30B A3B, Type=Instruct2025.12 | 86.4 | |
| Qwen2.5-VL-72BParameter Scale=72B2025.12 | 85.9 | |
| Pixel ReasonerSize=7B2026.05 | 84.3 | |
| Qwen3-VL-8B-Thinking + DiGParameter Scale=8B, Thinking Mode=true, Grounding Strategy=DiG2025.12 | 81.2 | |
| Qwen2.5-VL-InstructSize=72B2026.05 | 81.2 | |
| Qwen2.5-VL-7BModel Category=Specialist VLMs2026.04 | 80.1 | |
| Step-GUI-4BParameters=4B2025.12 | 79.1 | |
| Qwen3-VL-4B-ThinkingParameter Scale=4B, Thinking Mode=true2025.12 | 79.1 | |
| Qwen3-VL-4B-Thinking + DiGParameter Scale=4B, Thinking Mode=true, Grounding Strategy=DiG2025.12 | 79.1 | |
| Qwen3-VL-8B-ThinkingParameter Scale=8B, Thinking Mode=true2025.12 | 79.1 | |
| MiMO-VL-InstructSize=7B2026.05 | 78.6 | |
| Qwen2.5-VL-7BParameter Scale=7B2025.12 | 77 | |
| InternVL2.5-78BParameter Scale=78B2025.12 | 75.9 | |
| Llava-OVSize=7B2026.05 | 72.8 | |
| LoMoModel=Qwen3.5-9B, Evaluation Protocol=Standard Evaluation2026.05 | 71.86 | |
| Qwen2.5-VL-InstructSize=7B2026.05 | 71.4 | |
| VL-RethinkerSize=7B2026.05 | 68.2 | |
| Standard SFTModel=Qwen3.5-9B, Evaluation Protocol=Standard Evaluation2026.05 | 68.13 | |
| BAGELModel Category=Unified Models2026.04 | 67.5 | |
| GPT5-nano minimalVariant=nano minimal2025.12 | 66.5 | |
| OpenVLThinkerSize=7B2026.05 | 65.2 | |
| LoMoModel=Qwen3.5-9B, Evaluation Protocol=Rendered Evaluation2026.05 | 64.73 | |
| mPLUG-Owl3Size=7B2026.05 | 64.5 | |
| LLaDA2.0-UniModel Category=Unified Models2026.04 | 61.8 | |
| Standard SFTModel=Qwen3.5-9B, Evaluation Protocol=Rendered Evaluation2026.05 | 61.58 | |
| R1-VLSize=7B2026.05 | 60.3 | |
| LLaDA-oModel Category=Unified Models2026.04 | 57.6 | |
| Lumina-DiMOOModel Category=Unified Models2026.04 | 52.7 | |
| LoMoModel=LLaVA-OV1.5-8B, Evaluation Protocol=Standard Evaluation2026.05 | 51.7 | |
| InternVL-UModel Category=Unified Models2026.04 | 51.3 | |
| GPT-4o-miniSize=-2026.05 | 50.8 | |
| Standard SFTModel=LLaVA-OV1.5-8B, Evaluation Protocol=Standard Evaluation2026.05 | 47.71 | |
| GPT-4oSize=-2026.05 | 45 | |
| LLaDA-VModel Category=Specialist VLMs2026.04 | 41.8 | |
| DocopilotSize=8B2026.05 | 40.1 | |
| LoMoModel=LLaVA-OV1.5-8B, Evaluation Protocol=Rendered Evaluation2026.05 | 36.13 | |
| Standard SFTModel=LLaVA-OV1.5-8B, Evaluation Protocol=Rendered Evaluation2026.05 | 8.12 |