Spatial Reasoning on V*
86.9AccuracyQwen3-235B
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-235BModel Type=Open-Source2026.06 | 86.9 | |
| Qwen3-32BModel Type=Open-Source2026.06 | 85.8 | |
| Qwen3-30BModel Type=Open-Source2026.06 | 84.2 | |
| Mini-o3Model Type=Tool-Augmented2026.06 | 82.7 | |
| PERIA-8BModel Type=Proposed2026.06 | 82.2 | |
| Gemini-2.5-ProModel Type=Commercial2026.06 | 78.5 | |
| Qwen3-8BModel Type=Backbone Baseline2026.06 | 77.5 | |
| Gemini-2.5-FlashModel Type=Commercial2026.06 | 76.9 | |
| w/o ToolModel Type=Ablation2026.06 | 76.4 | |
| w/o RLModel Type=Ablation2026.06 | 74.4 | |
| InternVL3.5-8BModel Type=Open-Source2026.06 | 71.7 | |
| VTool-R1-7BModel Type=Tool-Augmented2026.06 | 70.6 | |
| GPT-5Model Type=Commercial2026.06 | 70.1 | |
| InternVL3.5-14BModel Type=Open-Source2026.06 | 69.6 | |
| w/o SFTModel Type=Ablation2026.06 | 59.2 | |
| R1-OneVision-7BModel Type=Tool-Augmented2026.06 | 53.9 |