Image Retrieval on RPar+R1M Hard
76.9mAPSG + LOCORE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SG + LOCOREGlobal=SG, Local=DINOv2, Re-rank=SG + LOCORE2025.03 | 76.9 | — | |
| LOCOREGlobal=SG, Local=DINOv2, Re-rank=LOCORE2025.03 | 75.9 | — | |
| SG + LOCOREGlobal=SG, Local=CVNet, Re-rank=SG + LOCORE2025.03 | 74.8 | — | |
| AMESGlobal=SG, Local=DINOv2, Re-rank=AMES, Hidden Size=7682025.03 | 74.3 | — | |
| RRTGlobal=SG, Local=DINOv2, Re-rank=RRT, Hidden Size=7682025.03 | 73.3 | — | |
| SG-RerankGlobal=SG, Local=N/A, Re-rank=SG-Rerank2025.03 | 72.3 | — | |
| R2FormerGlobal=SG, Local=DINOv2, Re-rank=R2Former, Hidden Size=7682025.03 | 72.1 | — | |
| AMESGlobal=SG, Local=CVNet, Re-rank=AMES2025.03 | 71.8 | — | |
| SG-RerankGlobal=SG, Local=N/A, Re-rank=SG-Rerank2025.03 | 71.4 | — | |
| LOCOREGlobal=SG, Local=CVNet, Re-rank=LOCORE2025.03 | 71.4 | — | |
| R2FormerGlobal=SG, Local=CVNet, Re-rank=R2Former2025.03 | 69.7 | — | |
| Baseline (SuperGlobal)Global=SG, Local=N/A, Re-rank=N/A2025.03 | 69.1 | — | |
| RRTGlobal=SG, Local=CVNet, Re-rank=RRT2025.03 | 69.1 | — | |
| SG + LOCOREGlobal=DINOv2, Local=DINOv2, Re-rank=SG + LOCORE2025.03 | 68.7 | — | |
| BaselineGlobal=SG, Local=N/A, Re-rank=N/A2025.03 | 68.4 | — | |
| LOCOREGlobal=DINOv2, Local=DINOv2, Re-rank=LOCORE2025.03 | 66.4 | — | |
| AMESGlobal=DINOv2, Local=DINOv2, Re-rank=AMES, Hidden Size=7682025.03 | 64.7 | — | |
| RRTGlobal=DINOv2, Local=DINOv2, Re-rank=RRT, Hidden Size=7682025.03 | 64 | — | |
| R2FormerGlobal=DINOv2, Local=DINOv2, Re-rank=R2Former, Hidden Size=7682025.03 | 61.3 | — | |
| SG-RerankGlobal=DINOv2, Local=N/A, Re-rank=SG-Rerank2025.03 | 60.5 | — | |
| BaselineGlobal=DINOv2, Local=N/A, Re-rank=N/A2025.03 | 58.9 | — | |
| CiDeR-FTTraining Set=RGLDv2-clean, Fine-tuned=true2024.04 | 35.8 | 72.7 | |
| CiDeRTraining Set=RGLDv2-clean, Fine-tuned=false2024.04 | 33.5 | 76.9 | |
| GLAMTraining Set=RGLDv2-clean, Fine-tuned=false2024.04 | 33.3 | 72.1 | |
| DOLGTraining Set=RGLDv2-clean, Fine-tuned=false2024.04 | 32.7 | 72.4 | |
| SOLARTraining Set=RGLDv2-clean, Fine-tuned=true2024.04 | 30.7 | 71.6 | |
| CiDeR-FTTraining Set=SfM-120k, Fine-tuned=true2024.04 | 30.1 | 73.9 | |
| Yokoo et al.Training Set=RGLDv2-clean, Fine-tuned=false2024.04 | 27.4 | 66.9 | |
| Filip et al.Training Set=SfM-120k, Fine-tuned=true2024.04 | 24.7 | 73.3 | |
| CiDeRTraining Set=SfM-120k, Fine-tuned=false2024.04 | 22.4 | 69.4 | |
| TokenTraining Set=RGLDv2-clean, Fine-tuned=false2024.04 | 19.7 | 54.4 |