Spatial Reasoning on CogVSR
81.89Spatial ScoreQwen7B
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Qwen7BInter Head=after2026.03 | 81.89 | 83.76 | 84.1 | 90.63 | 92.41 | 90.92 | 82.9 | 87.74 | |
| Qwen7BInter Head=before2026.03 | 80.04 | 82.11 | 84.39 | 88.27 | 90.02 | 88.39 | 82.76 | 86.51 | |
| Llama11BInter Head=after2026.03 | 75.62 | 77.4 | 79.1 | 83.75 | 86.2 | 83.1 | 75.4 | 79.65 | |
| Llama11BInter Head=before2026.03 | 74.95 | 76.68 | 78.37 | 83.29 | 85.06 | 83.64 | 75.92 | 79.18 | |
| Intern8BInter Head=after2026.03 | 74.55 | 74.9 | 77.8 | 81.9 | 83.5 | 82.6 | 73.2 | 79.89 | |
| Intern8BInter Head=before2026.03 | 72.84 | 74.33 | 76.05 | 81.26 | 83.17 | 81.92 | 73.66 | 77.41 |