Image Retrieval on Revisited Paris (RPar) Hard v1
87.7mAPRN101-SuperGlobal + LOCORE-base (top-400†)
Evaluation Results
| Method | Links | |
|---|---|---|
| RN101-SuperGlobal + LOCORE-base (top-400†)Backbone=RN101-SuperGlobal, Number of descriptors=50, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=400, Sliding window re-ranking=true, Stride size=502025.03 | 87.7 | |
| RN101-SuperGlobal + LOCORE-small (top-400†)Backbone=RN101-SuperGlobal, Number of descriptors=50, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=400, Sliding window re-ranking=true, Stride size=502025.03 | 87.3 | |
| RN101-SuperGlobal + SuperGlobal Rerank (top-400)Backbone=RN101-SuperGlobal, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=4002025.03 | 86.7 | |
| RN101-SuperGlobal + AMES* (top-400)Backbone=RN101-SuperGlobal, Number of descriptors=50, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=400, Hidden size=7682025.03 | 85.8 | |
| RN101-SuperGlobal + AMES (top-400)Backbone=RN101-SuperGlobal, Number of descriptors=50, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=4002025.03 | 85.6 | |
| RN101-SuperGlobal + LOCORE-baseBackbone=RN101-SuperGlobal, Number of descriptors=50, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=1002025.03 | 85.2 | |
| RN101-SuperGlobal + LOCORE-smallBackbone=RN101-SuperGlobal, Number of descriptors=50, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=1002025.03 | 84.9 | |
| RN101-SuperGlobal + AMES*Backbone=RN101-SuperGlobal, Number of descriptors=50, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=100, Hidden size=7682025.03 | 83.7 | |
| RN101-SuperGlobal + AMESBackbone=RN101-SuperGlobal, Number of descriptors=50, Local descriptors=DINOv2-ViT-B/14, Reranking candidates=1002025.03 | 83.6 | |
| RN101-SuperGlobalBackbone=RN101-SuperGlobal2025.03 | 83.5 | |
| RN101-DELG + LOCORE-baseBackbone=RN101-DELG, Number of descriptors=50, Local descriptors=DELG, Reranking candidates=1002025.03 | 81.4 | |
| RN50-DELG + LOCORE-smallBackbone=RN50-DELG, Number of descriptors=50, Local descriptors=DELG, Reranking candidates=1002025.03 | 77.8 | |
| RN50-DELG + LOCORE-baseBackbone=RN50-DELG, Number of descriptors=50, Local descriptors=DELG, Reranking candidates=1002025.03 | 77.6 | |
| RN50-DELG + CVNet RerankerBackbone=RN50-DELG, Number of descriptors=3,072, Local descriptors=DELG, Reranking candidates=1002025.03 | 76.8 | |
| RN101-DELG + RRTBackbone=RN101-DELG, Number of descriptors=500, Local descriptors=DELG, Reranking candidates=1002025.03 | 76.1 | |
| RRT# local desc.=500, desc. version=R50-v2-clean2021.03 | 75.1 | |
| RN50-DELG + RRTBackbone=RN50-DELG, Number of descriptors=500, Local descriptors=DELG, Reranking candidates=1002025.03 | 75.1 | |
| RN101-DELG + LOCORE-smallBackbone=RN101-DELG, Number of descriptors=50, Local descriptors=DELG, Reranking candidates=1002025.03 | 75 | |
| RN101-DELG + GVBackbone=RN101-DELG, Number of descriptors=1000, Local descriptors=DELG, Reranking candidates=1002025.03 | 72.8 | |
| RN101-DELGBackbone=RN101-DELG2025.03 | 72.4 | |
| ASMK rerank# local desc.=1000, desc. version=R50-v2-clean2021.03 | 71.9 | |
| DELG global# local desc.=0, desc. version=R50-v2-clean2021.03 | 71.5 | |
| RN50-DELGBackbone=RN50-DELG2025.03 | 71.5 | |
| RN50-DELG + GVBackbone=RN50-DELG, Number of descriptors=1000, Local descriptors=DELG, Reranking candidates=1002025.03 | 71 | |
| RRT# local desc.=500, desc. version=R50-v12021.03 | 68.6 | |
| ASMK rerank# local desc.=1000, desc. version=R50-v12021.03 | 66.2 | |
| DELG global# local desc.=0, desc. version=R50-v12021.03 | 63.4 | |
| ASMK global# local desc.=1000, desc. version=R50-v2-clean2021.03 | 62 | |
| ASMK global# local desc.=1000, desc. version=R50-v12021.03 | 61.6 |