Spatial Triplet Prediction on UniGraph3D
52.4Recall@3OP3DSG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OP3DSG2026.06 | 52.4 | 66.9 | 77.3 | |
| OpenFunGraphAdditional VLM/LLM prompt usage=true, Language Model Backbone=GPT-52026.06 | 44.5 | 48.2 | 49.9 | |
| OpenFunGraphAdditional VLM/LLM prompt usage=true2026.06 | 35.9 | 39.8 | 43.1 | |
| KeySG2026.06 | 28.3 | 37.5 | 47.1 | |
| FunGraphLanguage Model Backbone=GPT-52026.06 | 21.6 | 30.5 | 47.9 | |
| FunGraph2026.06 | 21 | 29.1 | 47.6 | |
| ConceptGraphAdditional VLM/LLM prompt usage=true, Language Model Backbone=GPT-52026.06 | 2.8 | 3.1 | 7.3 | |
| ConceptGraphAdditional VLM/LLM prompt usage=true2026.06 | 1.7 | 1.7 | 2.2 |