Functional Triplet Prediction on UniGraph3D
51.1Recall@3OP3DSG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OP3DSG2026.06 | 51.1 | 64.5 | 74.8 | |
| OpenFunGraphAdditional VLM/LLM prompt usage=true, Language Model Backbone=GPT-52026.06 | 41.9 | 45.9 | 51.8 | |
| OpenFunGraphAdditional VLM/LLM prompt usage=true2026.06 | 36.9 | 40.2 | 45.2 | |
| ConceptGraphAdditional VLM/LLM prompt usage=true, Language Model Backbone=GPT-52026.06 | 11.5 | 12.7 | 19.8 | |
| ConceptGraphAdditional VLM/LLM prompt usage=true2026.06 | 5.9 | 6.6 | 8.5 | |
| FunGraph2026.06 | 0 | 0 | 0 | |
| FunGraphLanguage Model Backbone=GPT-52026.06 | 0 | 0 | 0 | |
| KeySG2026.06 | 0 | 0 | 0 |