Sketch Classification on SketchClean
93AccuracyHuman performance
Evaluation results
| Method | Links | |
|---|---|---|
| Human performanceAugmentation=n/a2015.05 | 93 | |
| MVCNN VD, fine-tunedBackbone=VGG-VD, Fine-tuned=true, Augmentation=6x2015.05 | 87.2 | |
| MVCNN M, fine-tunedBackbone=VGG-M, Fine-tuned=true, Augmentation=6x2015.05 | 86.3 | |
| CNN VD, fine-tunedBackbone=VGG-VD, Fine-tuned=true, Augmentation=None2015.05 | 86.3 | |
| CNN VD, fine-tunedBackbone=VGG-VD, Fine-tuned=true, Augmentation=6x2015.05 | 86 | |
| CNN M, fine-tunedBackbone=VGG-M, Fine-tuned=true, Augmentation=6x2015.05 | 85.5 | |
| CNN M, fine-tunedBackbone=VGG-M, Fine-tuned=true, Augmentation=None2015.05 | 84 | |
| FVAugmentation=None2015.05 | 79 | |
| CNN MBackbone=VGG-M, Fine-tuned=false, Augmentation=None2015.05 | 77.3 | |
| CNN VDBackbone=VGG-VD, Fine-tuned=false, Augmentation=None2015.05 | 69.3 |