Sketch-based image retrieval on Flickr15k (test)
68.9mAPEdgeMAC+Diffusion
Evaluation Results
| Method | Links | |
|---|---|---|
| EdgeMAC+DiffusionMethod Category=CNN-based, Dim=n/a, Query expansion / Re-ranking=true2017.09 | 68.9 | |
| AFM+QEMethod Category=Hand-crafted, Dim=755, Query expansion / Re-ranking=true2017.09 | 57.9 | |
| EdgeMACMethod Category=CNN-based, Dim=512, Query expansion / Re-ranking=false2017.09 | 46.1 | |
| Triplet no-share networkMethod Category=CNN-based, Dim=128, Query expansion / Re-ranking=false2017.09 | 36.2 | |
| Sketchy networkMethod Category=CNN-based, Dim=1024, Query expansion / Re-ranking=false2017.09 | 34 | |
| Sketch-a-Net+EdgeBox+GraphQEMethod Category=CNN-based, Dim=n/a, Query expansion / Re-ranking=true2017.09 | 32.3 | |
| Quadruplet networkMethod Category=CNN-based, Dim=1024, Query expansion / Re-ranking=false2017.09 | 32.2 | |
| AFMMethod Category=Hand-crafted, Dim=243, Query expansion / Re-ranking=false2017.09 | 30.4 | |
| Shoes networkMethod Category=CNN-based, Dim=256, Query expansion / Re-ranking=false2017.09 | 29.9 | |
| Chairs networkMethod Category=CNN-based, Dim=256, Query expansion / Re-ranking=false2017.09 | 29.8 | |
| Sketch-a-Net+EdgeBoxMethod Category=CNN-based, Dim=5120, Query expansion / Re-ranking=false2017.09 | 27 | |
| LKSMethod Category=Hand-crafted, Dim=1350, Query expansion / Re-ranking=false2017.09 | 24.5 | |
| PerceptualEdgeMethod Category=Hand-crafted, Dim=3780, Query expansion / Re-ranking=false2017.09 | 18.4 | |
| GF-HOG extendedMethod Category=Hand-crafted, Dim=n/a, Query expansion / Re-ranking=false2017.09 | 18.2 | |
| HLR+S+C+RMethod Category=Hand-crafted, Dim=n/a, Query expansion / Re-ranking=false2017.09 | 17.1 | |
| S-HELOMethod Category=Hand-crafted, Dim=1296, Query expansion / Re-ranking=false2017.09 | 12.4 | |
| GF-HOGMethod Category=Hand-crafted, Dim=n/a, Query expansion / Re-ranking=false2017.09 | 12.2 |