Image Retrieval on Oxford5k original (test)
96.2mAPProposed diffusion w/ late fusion
Evaluation Results
| Method | Links | |
|---|---|---|
| Proposed diffusion w/ late fusionFeature=R-MAC (ResNet), Global=true, Regional=true2018.11 | 96.2 | |
| Proposed diffusionFeature=R-MAC (ResNet), Global=false, Regional=true2018.11 | 95.9 | |
| Iscen's diffusionFeature=R-MAC (ResNet), Global=true, Regional=true2018.11 | 95.8 | |
| Proposed diffusion w/ late fusionFeature=R-MAC (VGG), Global=true, Regional=true2018.11 | 93.5 | |
| Iscen's diffusionFeature=R-MAC (VGG), Global=true, Regional=true2018.11 | 93.2 | |
| Proposed diffusionFeature=R-MAC (ResNet), Global=true, Regional=false2018.11 | 92.6 | |
| Proposed diffusionFeature=R-MAC (VGG), Global=false, Regional=true2018.11 | 91.8 | |
| R-match + AQEFeature=R-MAC (ResNet), Global=false, Regional=true2018.11 | 91 | |
| Proposed diffusionFeature=R-MAC (VGG), Global=true, Regional=false2018.11 | 89.7 | |
| k-NN + AQEFeature=R-MAC (ResNet), Global=true, Regional=false2018.11 | 89.6 | |
| R-matchFeature=R-MAC (ResNet), Global=false, Regional=true2018.11 | 88.1 | |
| Iscen's diffusionFeature=R-MAC (ResNet), Global=true, Regional=false2018.11 | 87.1 | |
| Iscen's diffusionFeature=R-MAC (VGG), Global=true, Regional=false2018.11 | 85.7 | |
| k-NN + AQEFeature=R-MAC (VGG), Global=true, Regional=false2018.11 | 85.4 | |
| k-NN searchFeature=R-MAC (ResNet), Global=true, Regional=false2018.11 | 83.9 | |
| R-match + AQEFeature=R-MAC (VGG), Global=false, Regional=true2018.11 | 83.6 | |
| R-matchFeature=R-MAC (VGG), Global=false, Regional=true2018.11 | 81.5 | |
| k-NN searchFeature=R-MAC (VGG), Global=true, Regional=false2018.11 | 79.5 |