OmniSpatial
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Spatial Reasoning | OmniSpatial (test) | Dyn. Score95.24 | 53 | |
| Spatial Reasoning | OmniSpatial | Accuracy79.4 | 16 | |
| Real-world cross-view spatial reasoning | OmniSpatial | CL Score38.9 | 13 | |
| Spatial Und. (Mono.) | OmniSpatial (test) | Accuracy46.84 | 9 | |
| Spatial Reasoning | OmniSpatial 8.4K (test) | Average Accuracy55.05 | 8 | |
| 3D/4D Video Question Answering | OmniSpatial | Accuracy59.9 | 7 | |
| 3D/4D Visual Question Answering | OmniSpatial 1.0 (test) | Accuracy42.7 | 4 |
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