Scene-graph-based image retrieval on PSG standard (test)
0.8854NDCG@1PRISm
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PRISmModality=Graph2025.12 | 0.8854 | 0.8924 | 0.897 | 0.9162 | 0.9425 | 0.9325 | 0.9509 | |
| CLIPModality=Vision-Language2025.12 | 0.8128 | 0.8149 | 0.8159 | 0.7896 | 0.8512 | 0.8364 | 0.869 | |
| Hi-SIGIRModality=Graph2025.12 | 0.8124 | 0.8168 | 0.8192 | 0.624 | 0.5281 | 0.4768 | 0.7444 | |
| BLIP-2Modality=Vision-Language2025.12 | 0.8066 | 0.8086 | 0.809 | 0.7747 | 0.8378 | 0.8225 | 0.8581 | |
| DINOv3Modality=Visual2025.12 | 0.7829 | 0.786 | 0.7886 | 0.7316 | 0.806 | 0.7916 | 0.8288 | |
| MambaVisionModality=Visual2025.12 | 0.7532 | 0.7577 | 0.7618 | 0.6888 | 0.7628 | 0.7546 | 0.7914 | |
| IRSGSModality=Graph2025.12 | 0.7139 | 0.7281 | 0.7328 | 0.606 | 0.7008 | 0.696 | 0.7311 | |
| SCENIRModality=Graph2025.12 | 0.5141 | 0.482 | 0.4688 | 0.3201 | 0.2133 | 0.169 | 0.4401 |