Spatial Reasoning (Single-Image) on EmbSpatial
72.5AccuracyLLaVA-OneVision-7B
Evaluation results
| Method | Links | |
|---|---|---|
| LLaVA-OneVision-7BThinking Level=Non-Thinking2026.02 | 72.5 | |
| SpaceR-7BThinking Level=Thinking about Images2026.02 | 69.4 | |
| ViLAVT-7BThinking Level=Chatting with Images2026.02 | 69.3 | |
| InternVL3-8BThinking Level=Non-Thinking2026.02 | 66.9 | |
| VILASR-7BThinking Level=Thinking with Images2026.02 | 66.4 | |
| Thyme-7BThinking Level=Thinking with Images2026.02 | 65.5 | |
| DeepEyes-7BThinking Level=Thinking with Images2026.02 | 64.2 | |
| Pixel-Reasoner-7BThinking Level=Thinking with Images2026.02 | 62.3 | |
| Qwen2.5-VL-7BThinking Level=Thinking about Images2026.02 | 58.2 | |
| Qwen2.5-VL-7BThinking Level=Non-Thinking2026.02 | 52.7 |