Table 3 Shape bias and accuracy of the...

Table 3

Shape bias and accuracy of the ImageNet validation set of EfficientNetV2-S. IN: ImageNet, SIN: Stylized-ImageNet, L0IN: L0-ImageNet (proposed method).

pretraining data	Fine-tuning data	Shape bias	TOP-1	TOP-5
IN	-	0.144	81.5	95.6
SIN + IN	-	0.282	80.2	95.0
SIN + IN	IN	0.178	80.8	95.3
LOIN + IN	-	0.161	81.1	95.5
LOIN + IN	IN	0.152	81.3	95.6

pretraining data	Fine-tuning data	Shape bias	TOP-1	TOP-5
IN	-	0.144	81.5	95.6
SIN + IN	-	0.282	80.2	95.0
SIN + IN	IN	0.178	80.8	95.3
LOIN + IN	-	0.161	81.1	95.5
LOIN + IN	IN	0.152	81.3	95.6

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