Image Classification on SUN397, Cars, EuroSAT, GTSRB, MNIST, DTD (test) benchmark leaderboard · SOTA2 Research

Image Classification on SUN397, Cars, EuroSAT, GTSRB, MNIST, DTD (test)

0.8195SUN397 AccuracyTwin-Merging

Evaluation Results

Method	Links
Twin-Merging2025.12		0.8195	0.916	0.9973	0.9342	0.9959	0.8354	0.9164
T-Switch2025.12		0.8184	0.9238	0.9974	0.9908	0.9963	0.8372	0.9273
DTS-T2025.12		0.8182	0.9193	0.999	0.9921	0.9977	0.8393	0.9276
DTS-D*2025.12		0.8179	0.9207	0.9986	0.9922	0.9972	0.8399	0.9278
DTS-D2025.12		0.8175	0.9209	0.9988	0.9925	0.9972	0.8415	0.9281
Individual2025.12		0.8172	0.9239	0.9988	0.9924	0.9969	0.8415	0.9285
DTS-T*2025.12		0.8172	0.9224	0.9978	0.9912	0.9967	0.8385	0.9273
WEMOE2025.12		0.8164	0.9222	0.9953	0.9914	0.9968	0.8285	0.9251
EMR-Merging2025.12		0.8087	0.9152	0.9964	0.991	0.9973	0.8324	0.9235
TALL-Mask2025.12		0.8058	0.9161	0.9976	0.9924	0.9974	0.8314	0.9234
AdaMerging2025.12		0.7998	0.9034	0.9714	0.9847	0.993	0.8052	0.9096
SVD2025.12		0.7849	0.8973	0.9986	0.9891	0.9971	0.8191	0.9143
RegMean2025.12		0.7783	0.8992	0.9853	0.9262	0.989	0.7871	0.8942
Ties-Merging2025.12		0.7721	0.8837	0.9674	0.9244	0.9933	0.7463	0.8812
DARE2025.12		0.7656	0.8445	0.97	0.9046	0.9958	0.7112	0.8653
Task-Arithmetic2025.12		0.7528	0.857	0.955	0.8937	0.9891	0.692	0.8566
Individual2025.12		0.7449	0.7773	0.998	0.9873	0.9969	0.7936	0.883
WEMOE2025.12		0.7432	0.7816	0.9871	0.9864	0.9957	0.7513	0.8742
DTS-T2025.12		0.7415	0.7685	0.9966	0.9834	0.9963	0.7903	0.8794
DTS-D2025.12		0.7415	0.7687	0.9978	0.9863	0.9967	0.7878	0.8798
DTS-T*2025.12		0.7414	0.7626	0.997	0.9825	0.9961	0.7874	0.8778
DTS-D*2025.12		0.7407	0.7662	0.9976	0.9858	0.9967	0.7883	0.8792
T-Switch2025.12		0.7405	0.7732	0.9952	0.9841	0.9956	0.7855	0.879
TALL-Mask2025.12		0.7302	0.7738	0.9938	0.9846	0.9966	0.7761	0.8758
EMR-Merging2025.12		0.7181	0.7461	0.9932	0.984	0.9963	0.7585	0.866
Twin-Merging2025.12		0.7176	0.692	0.7324	0.9337	0.9964	0.7225	0.7991
SVD2025.12		0.7118	0.716	0.9964	0.9802	0.9966	0.7758	0.8628
DARE2025.12		0.6999	0.6932	0.7216	0.5539	0.8452	0.5681	0.6803
AdaMerging2025.12		0.6984	0.7245	0.9518	0.9553	0.9816	0.7071	0.8365
RegMean2025.12		0.6945	0.7053	0.9706	0.8699	0.9835	0.6712	0.8158
Fisher-Merging2025.12		0.6892	0.8861	0.9493	0.8267	0.9005	0.7241	0.8293
Ties-Merging2025.12		0.6827	0.6593	0.8122	0.7001	0.8907	0.5602	0.7175
Fisher-Merging2025.12		0.6819	0.6741	0.8647	0.6723	0.8164	0.5869	0.7161
Task-Arithmetic2025.12		0.6528	0.6368	0.8717	0.7618	0.9424	0.5647	0.7384