Cross-domain Open-set Classification on DomainNet benchmark leaderboard · SOTA2 Research

Cross-domain Open-set Classification on DomainNet

68.53Accuracy (R->C)UASA

Evaluation Results

Method	Links
UASA2024.12		68.53	65.12	69.9	77.82	62.88	65.52	83.46	68.51	73.05	63.23	65.18	77.31	70.04
Ovanet2024.12		64.01	63.43	67.65	71.13	61.42	65.43	70.36	66.75	72.38	62.19	63.94	68.25	66.41
OSBP2024.12		61.35	61.04	67.19	72.63	53.75	54.33	73.05	54.44	67.23	53.14	59.42	66.2	61.98
DANCE2024.12		60.28	59.93	65.86	70.82	58.53	60.32	73.77	62.4	68.19	56.31	59.17	64.28	63.32
STA2024.12		57.53	57.48	61.02	62.19	59.96	57.25	69.04	59.02	62.83	52.33	52.01	51.65	58.53
ROS2024.12		54.17	52.03	56.49	71.24	56.5	59.31	70.52	52.28	60.74	45.59	50.97	57.86	57.31
CIDER2024.12		50.96	50.37	54.82	48.99	47.32	51.94	55.36	40.83	51.42	44.17	48.32	51.96	49.71
CMU2024.12		49.12	48.17	52.58	51.36	42.89	40.43	52.13	47.8	48.35	43.86	46.73	48.57	47.67
Energy2024.12		46.72	44.59	51.93	38.46	35.72	34.16	24.83	22.69	31.72	28.94	24.83	49.52	36.18
UAN2024.12		45.21	50.85	52.3	20.53	32.62	36.81	26.15	19.03	29.14	23.28	15.69	9.43	30.09
ODIN2024.12		32.96	33.78	35.82	16.92	23.7	20.53	18.23	16.75	23.14	13.92	16.75	10.33	21.9
MSP2024.12		28.75	30.14	28.76	10.03	24.11	21.76	12.93	19.54	20.17	14.26	10.76	11.29	19.38