Open Set Domain Generalization on PACS ResNet50 (test) benchmark leaderboard · SOTA2 Research

Open Set Domain Generalization on PACS ResNet50 (test)

97.58Photo AccuracyOpenMax

Evaluation Results

Method	Links
OpenMax2026.06		97.58	93.09	—	88.37	73.91	—	84.38	68.23	—	80.07	68.06	—	87.6	75.82	—
MEDIC++2026.06		97.58	96.56	96.99	93.25	82.7	85.75	87.58	76.57	78.43	85.98	78.36	79.63	91.1	83.55	85.2
MVDG2026.06		97.17	95.02	96.63	92.5	79.47	85.02	86.02	71.05	76.03	83.44	75.24	75.18	89.78	80.2	83.21
ARPL2026.06		97.09	96.81	96.86	88.24	77.48	80.32	82.68	67.19	68.31	78.08	70.04	69.47	86.52	77.88	78.74
ERM2026.06		97.09	96.58	96.68	89.99	76.05	82.44	85.1	65.79	70.59	80.31	70.29	70.16	88.12	77.18	79.97
Fish2026.06		97.01	95.27	96.37	88.31	76.85	79.19	84.59	64.9	72.01	83.76	72.1	73.1	88.42	77.28	80.17
MLDG2026.06		96.77	95.85	96.33	87.99	77.16	79.93	83.45	68.74	71.32	82.25	73.16	72.27	87.61	78.73	79.96
CIRL2026.06		96.53	87.75	95.4	92.06	70.75	77.44	85.71	68.82	73.71	84.35	66.73	77.24	89.66	73.51	80.95
MixStyle2026.06		96.53	93.57	95.3	90.87	79.15	83.27	86.8	68.08	74.68	84.88	71.57	73.41	89.77	78.09	81.66
CrossMatch2026.06		96.53	96.34	96.12	91.37	75.67	82.32	83.92	67.02	74.55	81.61	72.03	73.99	88.37	77.76	81.75
SWAD2026.06		96.37	84.56	93.24	93.75	68.41	85	85.57	58.57	75.9	81.9	74.66	74.65	89.4	71.55	82.2
MEDIC2026.06		96.37	94.75	95.79	91.62	81.61	85.81	86.65	77.39	78.3	84.61	78.35	79.5	89.81	83.03	84.85