| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| OMNI3D BENCH | CoVFT | Accuracy67.58 | 20 | 25d ago | |
| nuScenes VQA | LLaVA-NeXT-Interleave | Accuracy0.767 | 14 | 1mo ago | |
| ScanQA | Chat-Scene | C Score87.7 | 10 | 1mo ago | |
| 3DMV-VQA (held-out) | 3D-LLM | Concept Accuracy68.9 | 10 | 1mo ago | |
| MM-Vet | SAGE-13B | GPT-4 Score54.89 | 9 | 1mo ago | |
| SQA3D | UniScene3D | EM@152.5 | 8 | 13d ago | |
| Hypo3D | UniScene3D | EM@135.2 | 5 | 13d ago | |
| ScanQA | UniScene3D | EM@123.2 | 5 | 13d ago | |
| SQA (test) | BridgeQA | EM@153.32 | 5 | 1mo ago | |
| 3DMV-VQA single room only subset of 1,212 scenes | Scene-LLM | Concept Accuracy70.2 | 2 | 1mo ago | |
| SQA (val) | BridgeQA | EM@152.05 | 1 | 1mo ago |
