Multi-engineering Question Answering on Multi-engineering QA
80.93KnowledgeBuilding-MLLM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Building-MLLMInput=Point, Fine-tuning=true2026.07 | 80.93 | 71.35 | 73.68 | 68.86 | 66.87 | 69.95 | 53.3 | 69.28 | |
| Building-MLLM*Input=Point, Fine-tuning=true2026.07 | 79.65 | 71.47 | 71.24 | 69.26 | 66.01 | 64.74 | 54.67 | 68.14 | |
| PointLLM*Input=Point, Fine-tuning=true2026.07 | 78.32 | 60.71 | 66.98 | 67.45 | 54.5 | 53.89 | 35.2 | 59.57 | |
| PointLLMInput=Point, Fine-tuning=true2026.07 | 77.49 | 60.62 | 68.19 | 62.65 | 54.94 | 56.4 | 37.48 | 59.68 |