3D Question Answering on Open-EQA HM3D
67.8LLM-Match ScoreQwen3-VL-8B + Online Geometry-Aware Token Pruning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen3-VL-8B + Online Geometry-Aware Token PruningEvaluation Protocol=Zero-shot, Online Sampling=true, Sampling Strategy=Uniform + Ours2026.07 | 67.8 | 4.1 | |
| Qwen3-VL-8BEvaluation Protocol=Zero-shot, Online Sampling=true, Sampling Strategy=Uniform2026.07 | 67.1 | 3.4 | |
| PolyV2026.03 | 63.4 | — | |
| Qwen2.5-VL-7B + Online Geometry-Aware Token PruningEvaluation Protocol=Zero-shot, Online Sampling=true, Sampling Strategy=Uniform + Ours2026.07 | 58.2 | 5.2 | |
| Qwen2.5-VL-7Bzero-shot=true2026.03 | 56.6 | — | |
| LLaVA-3D2026.03 | 53.2 | — | |
| Qwen2.5-VL-7BEvaluation Protocol=Zero-shot, Online Sampling=true, Sampling Strategy=Uniform2026.07 | 53.1 | 4.4 |