SQA3D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Question Answering | SQA3D (test) | EM@163 | 55 | |
| 3D Situated Question Answering | SQA3D (test) | Average Accuracy54.57 | 40 | |
| Situated 3D Question Answering | SQA3D (test) | EM@163 | 12 | |
| 3D Question Answering | SQA3D | EM58.6 | 11 | |
| Multimodal Compositional QA | SQA3D (test) | Accuracy41 | 9 | |
| 3D Situated Question Answering | SQA3D | What Accuracy47.7 | 9 | |
| 3D Question Answering | SQA3D v1.0 (test) | EM@159 | 8 | |
| Situated Question Answering | SQA3D (test) | EM54.6 | 7 | |
| Situated 3D Question Answering | SQA3D | EM62.3 | 5 | |
| Orientation | SQA3D 1.0 (test) | Acc @ 15°28.7 | 5 | |
| Localization | SQA3D 1.0 (test) | Accuracy @ 0.5m0.274 | 5 | |
| 3D Visual Question Answering | SQA3D | EM@148.09 | 3 |
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