Image Retrieval on Paris 106k (Par106k)
95.4mAPDiffusion
Evaluation results
| Method | Links | |
|---|---|---|
| DiffusionDimensions=2048, Method category=Search reranking2017.07 | 95.4 | |
| IME layerDimensions=2048, Method category=Dimension reduction and manifold learning2017.07 | 93.3 | |
| IME layerDimensions=2048, Method category=Search reranking2017.07 | 93.3 | |
| IME layerDimensions=1024, Method category=Dimension reduction and manifold learning2017.07 | 92.9 | |
| QEDimensions=2048, Method category=Search reranking2017.07 | 92.7 | |
| IME layerDimensions=512, Method category=Dimension reduction and manifold learning2017.07 | 92.5 | |
| SCSMDimensions=2048, Method category=Search reranking2017.07 | 92.5 | |
| Deep Image Retrieval + QE (ResNet50)Dim.=2048, Retrieval Protocol=Matching / Spatial verif. / QE, Backbone=ResNet502016.04 | 90.5 | |
| R-MACDimensions=2048, Method category=Original representations2017.07 | 89.9 | |
| ICADimensions=1024, Method category=Dimension reduction and manifold learning2017.07 | 87.3 | |
| Deep Image Retrieval + QE (VGG16)Dim.=512, Retrieval Protocol=Matching / Spatial verif. / QE, Backbone=VGG162016.04 | 86.8 | |
| PCADimensions=1024, Method category=Dimension reduction and manifold learning2017.07 | 86.8 | |
| PCADimensions=2048, Method category=Dimension reduction and manifold learning2017.07 | 86.5 | |
| ICADimensions=2048, Method category=Dimension reduction and manifold learning2017.07 | 86.5 | |
| Deep Image Retrieval (ResNet50)Dim.=2048, Retrieval Protocol=Global descriptors, Backbone=ResNet502016.04 | 86.3 | |
| PCADimensions=512, Method category=Dimension reduction and manifold learning2017.07 | 85.4 | |
| ICADimensions=512, Method category=Dimension reduction and manifold learning2017.07 | 85.2 | |
| Tolias et al. (R-MAC)Dim.=512, Retrieval Protocol=Matching / Spatial verif. / QE2016.04 | 79.8 | |
| Deep Image Retrieval (VGG16)Dim.=512, Retrieval Protocol=Global descriptors, Backbone=VGG162016.04 | 79.7 | |
| Kalantidis et al.Dim.=512, Retrieval Protocol=Matching / Spatial verif. / QE2016.04 | 79.7 | |
| Radenovic et al.Dim.=512, Retrieval Protocol=Matching / Spatial verif. / QE2016.04 | 78.8 | |
| Mikulik et al.Retrieval Protocol=Matching / Spatial verif. / QE2016.04 | 77.3 | |
| R-MACDimensions=512, Method category=Original representations2017.07 | 76.8 | |
| Radenovic et al.Dim.=512, Retrieval Protocol=Global descriptors2016.04 | 76.4 | |
| IsoMapDimensions=2048, Method category=Dimension reduction and manifold learning2017.07 | 76.4 | |
| Tolias et al.Dim.=512, Retrieval Protocol=Global descriptors2016.04 | 75.7 | |
| IsoMapDimensions=1024, Method category=Dimension reduction and manifold learning2017.07 | 72.1 | |
| Kalantidis et al.Dim.=512, Retrieval Protocol=Global descriptors2016.04 | 71 | |
| Chum et al.Retrieval Protocol=Matching / Spatial verif. / QE2016.04 | 71 | |
| CroWDimensions=512, Method category=Original representations2017.07 | 71 | |
| IsoMapDimensions=512, Method category=Dimension reduction and manifold learning2017.07 | 69.6 | |
| LLEDimensions=512, Method category=Dimension reduction and manifold learning2017.07 | 21.7 | |
| LLEDimensions=1024, Method category=Dimension reduction and manifold learning2017.07 | 16.2 | |
| LLEDimensions=2048, Method category=Dimension reduction and manifold learning2017.07 | 14.7 |