Image Retrieval on Paris106k (test)
93.2mAPR-MAC+QE
Evaluation Results
| Method | Links | |
|---|---|---|
| R-MAC+QENet=Res, F-tuned=yes, Dim=20482017.11 | 93.2 | |
| GeM+alphaQENet=Res, F-tuned=yes, Dim=20482017.11 | 91.9 | |
| R-MACNet=Res, F-tuned=yes, Dim=20482017.11 | 90.6 | |
| GeM+alphaQENet=VGG, F-tuned=yes, Dim=5122017.11 | 87.6 | |
| GeMNet=Res, F-tuned=yes, Dim=20482017.11 | 86.9 | |
| R-MAC+QENet=VGG, F-tuned=yes, Dim=5122017.11 | 86.8 | |
| R-MAC+QENet=Res, F-tuned=no, Dim=20482017.11 | 85.3 | |
| GeMNet=VGG, F-tuned=yes, Dim=5122017.11 | 81.3 | |
| R-MAC+AML+QE2015.11 | 79.8 | |
| R-MAC+R+QENet=VGG, F-tuned=no, Dim=5122017.11 | 79.8 | |
| R-MACNet=VGG, F-tuned=yes, Dim=5122017.11 | 79.7 | |
| CroW+QENet=VGG, F-tuned=no, Dim=5122017.11 | 79.4 | |
| R-MACNet=Res, F-tuned=no, Dim=20482017.11 | 77.8 | |
| Mikulik et al. (2013)2015.11 | 77.3 | |
| BoW-fVocab+R+QENet=n/a, F-tuned=n/a, Dim=n/a2017.11 | 77.3 | |
| R-MACDimensionality=512, Backbone=VGG, Training Protocol=Fine-tuned, Query Cropping=Crop2016.04 | 76.4 | |
| R-MACD=5122015.11 | 75.7 | |
| R-MACNet=VGG, F-tuned=no, Dim=5122017.11 | 75.7 | |
| CroWNet=VGG, F-tuned=no, Dim=5122017.11 | 72.2 | |
| Chum et al. (2011)2015.11 | 71 | |
| BoW+R+QENet=n/a, F-tuned=n/a, Dim=n/a2017.11 | 71 | |
| SPOCNet=VGG, F-tuned=no, Dim=5122017.11 | 68.4 | |
| BoW-CNNNet=VGG, F-tuned=no, Dim=n/a2017.11 | 64.8 | |
| BOW-CNN+R+QENet=VGG, F-tuned=no, Dim=n/a2017.11 | 64.1 | |
| R-MACD=2562015.11 | 60.1 | |
| MACNet=VGG, F-tuned=no, Dim=5122017.11 | 58 |