Sketch Retrieval on QuickDraw (test)
60.4A@T1Ours
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oursrepresentation=Image Space, training_data_percentage=10%2021.03 | 60.4 | 81.4 | |
| Oursrepresentation=Vector Space, training_data_percentage=10%2021.03 | 53.2 | 74.3 | |
| Sketch-BERTrepresentation=Vector Space, training_data_percentage=10%2021.03 | 52.9 | 72.9 | |
| BYOLrepresentation=Image Space, training_data_percentage=10%2021.03 | 52.8 | 59.8 | |
| MoCorepresentation=Image Space, training_data_percentage=10%2021.03 | 52.7 | 57.4 | |
| CMCrepresentation=Vector Space, training_data_percentage=10%2021.03 | 52.6 | 72.8 | |
| SimCLRrepresentation=Image Space, training_data_percentage=10%2021.03 | 52.3 | 57.4 | |
| CPCrepresentation=Vector Space, training_data_percentage=10%2021.03 | 52.3 | 72.8 | |
| CMCrepresentation=Image Space, training_data_percentage=10%2021.03 | 51.1 | 57.4 | |
| CPCrepresentation=Image Space, training_data_percentage=10%2021.03 | 50.5 | 57.7 | |
| Jigsawrepresentation=Image Space, training_data_percentage=10%2021.03 | 44.7 | 51.2 | |
| Rotationrepresentation=Image Space, training_data_percentage=10%2021.03 | 44.7 | 51.8 | |
| Supervisedrepresentation=Image Space, training_data_percentage=10%2021.03 | 43.9 | 63.7 | |
| Deep Clusterrepresentation=Image Space, training_data_percentage=10%2021.03 | 43.6 | 47.7 | |
| Contextrepresentation=Image Space, training_data_percentage=10%2021.03 | 42.6 | 48.4 | |
| Supervisedrepresentation=Vector Space, training_data_percentage=10%2021.03 | 41 | 60.8 | |
| Oursrepresentation=Image Space, training_data_percentage=1%2021.03 | 38.6 | 45.6 | |
| Oursrepresentation=Vector Space, training_data_percentage=1%2021.03 | 37.1 | 61.5 | |
| BYOLrepresentation=Image Space, training_data_percentage=1%2021.03 | 36.5 | 43 | |
| Sketch-BERTrepresentation=Vector Space, training_data_percentage=1%2021.03 | 36.5 | 60 | |
| MoCorepresentation=Image Space, training_data_percentage=1%2021.03 | 35.9 | 43.1 | |
| CMCrepresentation=Vector Space, training_data_percentage=1%2021.03 | 35.4 | 58.1 | |
| SimCLRrepresentation=Image Space, training_data_percentage=1%2021.03 | 35.1 | 42.7 | |
| CMCrepresentation=Image Space, training_data_percentage=1%2021.03 | 34.7 | 41.9 | |
| CPCrepresentation=Vector Space, training_data_percentage=1%2021.03 | 34.1 | 56.6 | |
| CPCrepresentation=Image Space, training_data_percentage=1%2021.03 | 33.4 | 40.1 | |
| Auto-Encoderrepresentation=Image Space, training_data_percentage=10%2021.03 | 32.7 | 37.6 | |
| Rotationrepresentation=Image Space, training_data_percentage=1%2021.03 | 28.4 | 35.2 | |
| Jigsawrepresentation=Image Space, training_data_percentage=1%2021.03 | 27.7 | 35.2 | |
| Contextrepresentation=Image Space, training_data_percentage=1%2021.03 | 24.4 | 30.5 | |
| Deep Clusterrepresentation=Image Space, training_data_percentage=1%2021.03 | 24.4 | 31.2 | |
| Auto-Encoderrepresentation=Image Space, training_data_percentage=1%2021.03 | 15.2 | 21.4 | |
| Supervisedrepresentation=Image Space, training_data_percentage=1%2021.03 | 13.4 | 34.3 | |
| Supervisedrepresentation=Vector Space, training_data_percentage=1%2021.03 | 9.1 | 29 |