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Image Classification on ImageNet and OOD Variants (ImV2, Im-A, Im-R, Im-S) 1.0 (val)

0.8419ImNet Acc

FTP

Updated 3d ago

Evaluation Results

Method	Links
FTP 2023.10		0.8419	0.7464	0.265	0.4723	0.5023	0.4965	0.5656
vanilla FT 2023.10		0.8366	0.7382	0.214	0.4306	0.4552	0.4698	0.5429
L2-SP 2023.10		0.8344	0.732	0.2055	0.4389	0.466	0.4606	0.5354
LP-FT 2023.10		0.8299	0.7296	0.2108	0.4465	0.4756	0.4656	0.5385
WISE-FTP 2023.10		0.8261	0.7409	0.3456	0.6118	0.5506	0.5622	0.615
WISE-FT 2023.10		0.8094	0.7247	0.3318	0.6333	0.542	0.5558	0.6082
Linear Prob. 2023.10		0.7825	0.6768	0.2654	0.5257	0.4826	0.4876	0.5466
zero-shot 2023.10		0.6768	0.6141	0.306	0.5677	0.4553	0.4858	0.524