Part Node Recognition on UniGraph3D
83.6Recall@3OP3DSG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OP3DSG2026.06 | 83.6 | 86.2 | |
| KeySG2026.06 | 52.4 | 54.1 | |
| OpenFunGraphVLM/LLM Backbone=GPT-52026.06 | 51.7 | 52.4 | |
| OpenFunGraph2026.06 | 49.3 | 51 | |
| FunGraphVLM/LLM Backbone=GPT-52026.06 | 28.5 | 40.3 | |
| FunGraph2026.06 | 28.3 | 39.1 | |
| ConceptGraphAdditional VLM/LLM prompting=true2026.06 | 17.6 | 21.5 | |
| ConceptGraphAdditional VLM/LLM prompting=true, VLM/LLM Backbone=GPT-52026.06 | 16.7 | 19.6 |