Situational Question Answering on SQA3D
0.603Exact Match (EM)Video-3D LLM†
Evaluation results
| Method | Links | |
|---|---|---|
| Video-3D LLM†Video sequence length=32, 3D Encoder=Additional 3D encoder2026.04 | 0.603 | |
| Geo3DPrunerVideo sequence length=32, 3D Encoder=Additional 3D encoder, Reduction ratio=↓60%2026.04 | 0.596 | |
| Video-3D LLMVideo sequence length=322026.04 | 0.586 | |
| Geo3DPrunerVideo sequence length=32, 3D Encoder=Additional 3D encoder, Reduction ratio=↓80%2026.04 | 0.583 | |
| Geo3DPrunerVideo sequence length=32, 3D Encoder=Additional 3D encoder, Reduction ratio=↓90%2026.04 | 0.558 | |
| LLaVA-3D2026.04 | 0.556 | |
| LEO2026.04 | 0.5 | |
| ScanQA2026.04 | 0.472 |