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Domain Adaptation on ImageNet (Source: 1K, Targets: Sketch, V2, A, R) (test)

0.79Accuracy on Source Domain (1K)

LoRAmul + VPTadd + PACE

Updated 4d ago

Evaluation Results

Method	Links
LoRAmul + VPTadd + PACE 2024.09		0.79	0.318	0.694	0.163	0.352	0.463
GLORA 2024.09		0.783	0.306	0.675	0.133	0.31	0.441
LoRAmul + VPTadd 2024.09		0.783	0.306	0.685	0.141	0.325	0.448
NOAH 2024.09		0.715	0.248	0.661	0.119	0.285	0.405
LoRA 2024.09		0.708	0.2	0.593	0.069	0.233	0.36
Adapter 2024.09		0.705	0.164	0.591	0.055	0.221	0.347
VPT 2024.09		0.705	0.183	0.58	0.046	0.232	0.347
Linear 2024.09		0.679	0.144	0.608	0.094	0.256	0.356
Full 2024.09		0.639	0.185	0.525	0.032	0.212	0.318