Classification on ImageCLEF benchmark leaderboard · SOTA2 Research

Classification on ImageCLEF

0.881I -> P RateReOT

Evaluation Results

Method	Links
ReOT2026.05		0.881	0.943	0.981	0.938	0.88	0.979	0.934	—	—
MUL2026.05		0.875	0.922	0.981	0.946	0.876	0.985	0.931	—	—
PLSC2026.05		0.85	0.973	0.983	0.963	0.78	0.99	0.923	—	—
DMP2026.05		0.824	0.945	0.967	0.943	0.787	0.964	0.905	—	—
Acc. (avg.)2026.04		0.819	0.957	0.978	0.966	0.795	0.971	—	-0.13	-0.12
PADA2026.05		0.817	0.921	0.946	0.898	0.777	0.941	0.883	—	—
Acc. (avg.)2026.04		0.808	0.952	0.975	0.937	0.783	0.975	—	-0.17	-0.11
SAFN2026.05		0.795	0.907	0.93	0.903	0.778	0.94	0.875	—	—
HAFN2026.05		0.791	0.877	0.937	0.903	0.778	0.947	0.872	—	—
DANN2026.05		0.781	0.863	0.913	0.84	0.721	0.903	0.837	—	—
Acc. (avg.)2026.04		0.779	0.9	0.959	0.907	0.76	0.937	—	-0.17	-0.12
CD3A2019.07		0.775	0.887	0.968	0.932	0.783	0.947	0.882	—	—
CDAN2019.07		0.772	0.883	0.983	0.907	0.767	0.94	0.875	—	—
JAN2019.07		0.768	0.88	0.947	0.895	0.742	0.917	0.858	—	—
RTN2019.07		0.756	0.868	0.953	0.869	0.727	0.922	0.849	—	—
DAN2019.07		0.75	0.862	0.933	0.841	0.698	0.913	0.833	—	—
GRL2019.07		0.75	0.86	0.962	0.87	0.743	0.915	0.85	—	—
MADA2019.07		0.75	0.879	0.96	0.888	0.752	0.922	0.858	—	—
ResNet2019.07		0.748	0.839	0.915	0.78	0.655	0.912	0.807	—	—
PAS2026.04		0.0036	0.0038	0.004	0.003	0.0026	0.0036	—	0.84	0.83
PAS2026.04		0.0033	0.0032	0.0034	0.0026	0.0024	0.003	—	0.83	0.83
PAS2026.04		0.003	0.0027	0.003	0.0024	0.0022	0.0025	—	0.84	0.71
Oracle*2026.04		0.0029	0.0037	0.0039	0.003	0.0021	0.0035	—	0.84	0.83
Oracle*2026.04		0.0025	0.0031	0.0033	0.0024	0.0017	0.0029	—	0.83	0.83
Oracle*2026.04		0.002	0.0025	0.0029	0.002	0.0011	0.0024	—	0.84	0.71
MMD (neg.)2026.04		-0.0002	-0.0002	-0.0007	-0.0007	-0.0008	-0.0008	—	-0.07	-0.11
MMD (neg.)2026.04		-0.0002	-0.0002	-0.0007	-0.0007	-0.001	-0.001	—	-0.24	-0.12
MMD (neg.)2026.04		-0.0002	-0.0002	-0.0008	-0.0008	-0.001	-0.001	—	-0.14	-0.12
A-distance (neg.)2026.04		-0.0066	-0.0066	-0.0148	-0.0148	-0.0171	-0.0171	—	0.55	0.54
A-distance (neg.)2026.04		-0.0081	-0.0081	-0.0158	-0.0158	-0.0173	-0.0173	—	0.22	0.49
A-distance (neg.)2026.04		-0.0081	-0.0081	-0.0142	-0.0142	-0.0175	-0.0175	—	0.41	0.52