Simple Recognition on Indoor Engineering (val)
88.75GPT-4 ScoreBuilding-MLLM
Evaluation results
| Method | Links | |
|---|---|---|
| Building-MLLMInput=Point, Fine-tuning=true2026.07 | 88.75 | |
| PointLLMInput=Point, Fine-tuning=true2026.07 | 82 | |
| PointLLMInput=Point, Fine-tuning=false2026.07 | 28.25 | |
| MiniGPT-3DInput=Point, Fine-tuning=false2026.07 | 23.5 | |
| ShapeLLMInput=Point, Fine-tuning=false2026.07 | 14.5 | |
| 3D-LLMInput=Point+Image, Fine-tuning=false2026.07 | 12.25 | |
| LLaVAInput=Image, Fine-tuning=false2026.07 | 10 | |
| DreamLLMInput=Image, Fine-tuning=false2026.07 | 9.25 | |
| InstrucBLIPInput=Image, Fine-tuning=false2026.07 | 7.25 |