Fine-Grained Sketch-Based Image Retrieval on Sketchy cross-category 21 unseen classes (test)
32.71Top-1 AccAdaptive-SN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Adaptive-SNtraining_mode=few-shot sketch-photo pairs of new classes2023.03 | 32.71 | 53.42 | |
| Sketch_PVTtraining_mode=distillation from photos of 21 unseen classes, backbone=PVT2023.03 | 30.24 | 51.65 | |
| B-Edge2Sketchtraining_data=synthetic sketches from unlabelled photos2023.03 | 25.74 | 48.36 | |
| B-Edge-Pretraintraining_data=edge-maps of unlabelled photos2023.03 | 24.81 | 46.24 | |
| Jigsaw-SNtraining_mode=auxiliary jigsaw-solving task on unlabelled photos, fine-tuning=false2023.03 | 23.16 | 44.63 | |
| CC-Gensetup=zero-shot, data_from_novel_classes=false2023.03 | 22.73 | 42.32 |