Egocentric Spatial Reasoning on COCOSPATIAL
89.83Left/Right AccuracySymPL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SymPL2026.02 | 89.83 | 94.33 | |
| LLaVa-NeXT2026.02 | 88.67 | 76 | |
| Gemini-2.5-Flash2026.02 | 88.58 | 92.42 | |
| LLaVa-OneVision2026.02 | 87.67 | 82.67 | |
| Qwen2.5-VL2026.02 | 86.33 | 78.75 | |
| SpatialBot2026.02 | 84.5 | 83.5 | |
| Qwen2.5-VLReasoning Strategy=SCAFFOLD2026.02 | 84.33 | 81.92 | |
| SpatialRGPT2026.02 | 84 | 85.25 | |
| Molmo2026.02 | 81.17 | 72.17 | |
| GPT-52026.02 | 80.17 | 84.25 | |
| Qwen2.5-VLReasoning Strategy=SoM2026.02 | 79.58 | 74.17 | |
| SpatialVLM2026.02 | 78.92 | 71 | |
| Qwen2.5-VLReasoning Strategy=CoT2026.02 | 71.33 | 69.5 | |
| SD-VLM2026.02 | 71.25 | 51.33 | |
| Cambrian-12026.02 | 67 | 67.5 | |
| Random2026.02 | 50.25 | 50 | |
| APC-Vis2026.02 | 49.92 | 54.17 | |
| APC-Num2026.02 | 49 | 27 | |
| SAT2026.02 | 39 | 38.58 |