| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Spatial Reasoning | EmbSpatial | Overall Accuracy90.3 | 131 | |
| Spatial Understanding | EmbSpatial | Accuracy81 | 38 | |
| Embodied Spatial Question Answering | EmbSpatial | Score87.9 | 14 | |
| Embodied Spatial Reasoning | EmbSpatial | Accuracy78.7 | 14 | |
| Spatial VQA | EmbSpatial | Accuracy80.71 | 14 | |
| Spatial Reasoning | EmbSpatial (val) | Accuracy83.1 | 10 | |
| Spatial Reasoning (Single-Image) | EmbSpatial | Accuracy72.5 | 10 | |
| Spatial relationship understanding | EmbSpatial | Accuracy62.09 | 8 | |
| Multimodal Spatial Reasoning | EmbSpatial | Accuracy67.79 | 8 | |
| Spatial Relation Classification | EmbSpatial | Left Accuracy90.29 | 8 | |
| Embodied Localization | EmbSpatial | Score81.9 | 4 |