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VGG16+Linear SVM for Toronto475

Input Features Linear SVC % Accuracy (mean over 5 folds)
RGB 98.52
Line Drawings 86.53
Symmetric 50% (trained on intact) 63.57
Asymmetric 50% (trained on intact) 48.61

VGG16 Fine Tuned for MIT67

Input Features Top-1 % Accuracy
RGB 74.38
Line Drawings 42.24
Symmetric 50% (trained on intact) 17.54
Asymmetric 50% (trained on intact) 5.38

VGG16+Linear SVM for Toronto475

Input Features Linear SVC % Accuracy (mean over 5 folds)
RGB 98.52
Line Drawings 86.53
Symmetry-Weighted Feature Channels 94.53

VGG16 Fine Tuned for MIT67

Input Features Top-1 % Accuracy
RGB 74.38
Line Drawings 42.24
Symmetry-Weighted Feature Channels 45.59