Image Classification on CIFAR10-C Far (test) benchmark leaderboard · SOTA2 Research

Image Classification on CIFAR10-C Far (test)

0.733Acc (Gaussian)SoTTA

Evaluation Results

Method	Links
SoTTA2023.10		0.733	0.763	0.663	0.885	0.683	0.868	0.883	0.841	0.842	0.872	0.92	0.89	0.778	0.838	0.778	0.816
CoTTA2023.10		0.674	0.711	0.594	0.833	0.612	0.823	0.843	0.804	0.804	0.838	0.872	0.58	0.76	0.703	0.729	0.745
RoTTA2023.10		0.673	0.698	0.611	0.881	0.66	0.866	0.88	0.82	0.788	0.862	0.912	0.617	0.775	0.796	0.73	0.771
BN Stats2023.10		0.627	0.661	0.56	0.865	0.607	0.842	0.872	0.798	0.784	0.857	0.899	0.802	0.755	0.698	0.65	0.752
SAR2023.10		0.603	0.626	0.509	0.865	0.554	0.843	0.872	0.798	0.783	0.857	0.899	0.802	0.701	0.678	0.609	0.733
PL2023.10		0.552	0.541	0.483	0.832	0.493	0.8	0.83	0.768	0.733	0.806	0.876	0.746	0.705	0.668	0.636	0.698
TENT2023.10		0.516	0.574	0.437	0.848	0.435	0.833	0.853	0.804	0.731	0.835	0.889	0.808	0.735	0.722	0.667	0.712
EATA2023.10		0.4	0.464	0.349	0.735	0.352	0.593	0.764	0.611	0.595	0.684	0.852	0.552	0.465	0.535	0.49	0.563
Source2023.10		0.26	0.332	0.247	0.567	0.52	0.674	0.648	0.78	0.67	0.741	0.915	0.339	0.766	0.464	0.732	0.577
LAME2023.10		0.228	0.296	0.193	0.532	0.504	0.646	0.607	0.791	0.679	0.728	0.901	0.281	0.747	0.444	0.743	0.555