Categorical Sketch-Based Image Retrieval on TU Berlin extended (unseen)
50.7mAP@allSketch3T
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sketch3TCategory=Proposed, Components=Meta-learning + Test-time adaptation2022.03 | 50.7 | 64.8 | |
| ZS-SAKECategory=Zero-Shot SOTA2022.03 | 47.5 | 60.9 | |
| TTT-AffineCategory=Test-time Training (TTT)2022.03 | 35.1 | 45.6 | |
| TTT-RotationCategory=Test-time Training (TTT)2022.03 | 33.7 | 42.1 | |
| Meta-Aux-ZSCategory=Meta-learning2022.03 | 31.8 | 44.2 | |
| ZS-CCGANCategory=Zero-Shot SOTA2022.03 | 29.7 | 43.5 | |
| Meta-SN-ZSCategory=Meta-learning2022.03 | 27.6 | 40.2 | |
| ZS-GRLCategory=Zero-Shot SOTA2022.03 | 10.9 | 12.1 | |
| ZS-CrossCategory=Zero-Shot SOTA2022.03 | 0.5 | 0.3 |