Situated 3D Question Answering on SQA3D (test)
63EM@1Ross3D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ross3DModel Category=3D LLMs2026.02 | 63 | 65.7 | |
| Video-3D-LLMModel Category=3D LLMs2026.02 | 58.6 | — | |
| C2RoPEModel Category=Ours2026.02 | 56.8 | 54.3 | |
| LLaVA-3DModel Category=3D LLMs2026.02 | 55.6 | 53.1 | |
| AdaToken-3DModel Category=3D LLMs2026.02 | 54.8 | — | |
| ChatSceneModel Category=3D LLMs2026.02 | 54.6 | 57.5 | |
| Scene-LLMModel Category=3D LLMs2026.02 | 54.2 | — | |
| LL3DAModel Category=3D LLMs2026.02 | 53.6 | — | |
| LEOModel Category=3D LLMs2026.02 | 50 | — | |
| LLaVA-Video-7BModel Category=2D LLMs2026.02 | 48.5 | — | |
| Qwen2-Vl-7BModel Category=2D LLMs2026.02 | 40.7 | 46.7 | |
| InternVl2-8BModel Category=2D LLMs2026.02 | 33 | 45.3 |