Open Set Domain Generalization on PACS (test) benchmark leaderboard · SOTA2 Research

Open Set Domain Generalization on PACS (test)

98.06Photo AccuracyMEDIC

Evaluation Results

Method	Links
MEDIC2026.06		98.06	93.88	95.75	92.81	80.58	85.29	86.08	71.16	75.22	84.77	76.35	76.41	90.43	80.49	83.17
MEDIC++2026.06		98.06	92.87	95.59	93.5	82.27	86.69	87.11	72.73	74.65	86.6	77.97	78.81	91.32	81.46	83.94
ARPL2026.06		97.98	95.31	96.44	93.37	81.05	84.83	85.52	67.66	72.63	82.59	77.12	73.19	89.87	80.28	81.77
ALOFT2026.06		97.9	86.45	89.98	93.75	74.12	79.89	85.98	68.8	71.15	83.58	67.3	72.41	90.3	74.17	78.36
Fish2026.06		97.66	87.17	88.95	91.24	76.75	81.29	85.62	71.5	74.89	84.48	72.45	74.18	89.75	76.97	79.83
ERM2026.06		97.58	91.23	95.87	91.06	74.69	82.64	85	62.78	70.07	81.88	73.23	73.05	88.88	75.48	80.41
SWAD2026.06		97.42	87.53	94.58	92.56	78.43	85.02	87.22	69.29	74.68	83.63	74.57	75.85	90.21	77.45	82.53
CrossMatch2026.06		96.93	81.83	88.86	91.56	74.25	80.69	85.15	69.48	70	82.49	68.66	72.39	89.03	73.56	77.98
MLDG2026.06		96.93	84.58	93.4	91.68	78.67	81.45	85.1	71.76	74.93	82.22	76.62	73.54	88.98	77.91	80.83
OneRing2026.06		96.2	84.95	—	89.24	71.54	—	85.36	64.53	—	82.28	63.97	—	88.27	71.25	—