Domain Adaptation on ImageNet (Source: 1K, Targets: Sketch, V2, A, R) (test) benchmark leaderboard · SOTA2 Research

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

0.79Accuracy on Source Domain (1K)LoRAmul + VPTadd + PACE

Evaluation Results

Method	Links
LoRAmul + VPTadd + PACE2024.09		0.79	0.318	0.694	0.163	0.352	0.463
GLORA2024.09		0.783	0.306	0.675	0.133	0.31	0.441
LoRAmul + VPTadd2024.09		0.783	0.306	0.685	0.141	0.325	0.448
NOAH2024.09		0.715	0.248	0.661	0.119	0.285	0.405
LoRA2024.09		0.708	0.2	0.593	0.069	0.233	0.36
Adapter2024.09		0.705	0.164	0.591	0.055	0.221	0.347
VPT2024.09		0.705	0.183	0.58	0.046	0.232	0.347
Linear2024.09		0.679	0.144	0.608	0.094	0.256	0.356
Full2024.09		0.639	0.185	0.525	0.032	0.212	0.318