Spatial Reasoning on R2V Real-World
62.67CR (%)HSRL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HSRL2026.05 | 62.67 | 55.33 | |
| System-1.x2026.05 | 50.67 | 49.33 | |
| ProgPrompt2026.05 | 43.33 | 42 | |
| Inner Monologue2026.05 | 27.33 | 16.67 | |
| HyperTree2026.05 | 25.33 | 19.67 | |
| Reflexion2026.05 | 22 | 21.33 | |
| CoT2026.05 | 16.67 | 12.33 | |
| ReAct2026.05 | 16 | 13.33 | |
| Tree Planner2026.05 | 6.33 | 3 | |
| Direct Answer2026.05 | 1.33 | 1.13 |