Categorical Sketch-Based Image Retrieval on Sketchy extended (unseen)
57.5mAP@allSketch3T
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sketch3TCategory=Proposed, Components=Meta-learning + Test-time adaptation2022.03 | 57.5 | 62.4 | |
| ZS-SAKECategory=Zero-Shot SOTA2022.03 | 52.6 | 59.8 | |
| TTT-AffineCategory=Test-time Training (TTT)2022.03 | 43.2 | 52.2 | |
| TTT-RotationCategory=Test-time Training (TTT)2022.03 | 42.8 | 51.4 | |
| Meta-Aux-ZSCategory=Meta-learning2022.03 | 40.1 | 47.5 | |
| Meta-SN-ZSCategory=Meta-learning2022.03 | 36.8 | 45.2 | |
| ZS-GRLCategory=Zero-Shot SOTA2022.03 | 33.4 | 35.8 | |
| ZS-CCGANCategory=Zero-Shot SOTA2022.03 | 31.2 | 46.3 | |
| ZS-CrossCategory=Zero-Shot SOTA2022.03 | 19.6 | 26 |