Domain Adaptation on DomainNet (test) (Standard and Robust Accuracy) benchmark leaderboard · SOTA2 Research

Domain Adaptation on DomainNet (test) (Standard and Robust Accuracy)

14.65Standard Accuracy (C->I)TAROT

Updated 5mo ago

Evaluation Results

Method	Links
TAROT2025.05		14.65	8.16	33.23	17.36	50.02	30.46	40.11	27.77	34.5	20.94	29.36	20.23	27.66	14.3	39.14	23.39	21.89	14.08	29.51	18	41.27	30.51	14.82	7.69	51.1	30.76	37.22	24.71	36.1	23.42	52.26	37.58	18.86	9.45	47.62	23.43	39.38	25.23	39.53	23.92	53.35	41.38	13.71	7.52	39.77	20.43	48.77	30.02	38.9	24.84
ARTUDA2025.05		12.64	3.76	31.15	7.9	44.9	16.49	39.9	17.58	32.15	11.43	31.89	12.07	20.38	2.56	23.79	5.47	34.61	5.9	27.67	6.5	42.89	20.58	14.36	3.21	49.03	16.62	34.02	13.12	35.08	13.38	52.94	28.1	16.94	4.17	41.95	12.02	36.11	14.86	36.98	14.79	54.24	30.59	13.14	3.89	34.87	7.79	41.4	13.47	35.91	13.94
PL2025.05		10.59	6.69	27.06	15.73	43.57	28.68	32.13	23.52	28.34	18.66	17.45	13.16	22.42	13.41	32.5	21.94	18.25	13.14	22.65	15.41	33.86	26.69	11.18	7.25	44.56	29.47	29.76	20.66	29.84	21.02	42.03	33.27	11.85	7.14	39.26	22.8	29.05	19.68	30.55	20.72	42.48	34.66	8.95	6.18	31.48	18.75	42.55	28.24	31.37	21.96
RFA2025.05		9.42	3.47	23.33	7.6	37.54	17.74	27.4	12.17	24.42	10.24	15	8.82	14.8	4.8	19.15	8.76	11.44	5.05	15.1	6.86	26.27	14.85	9.45	3.09	37.47	17.04	19.67	8.59	23.22	10.89	36.72	19.3	12.36	3.02	32.03	8.34	22.73	8.12	25.96	9.7	33.87	19.94	9.47	3.54	27.29	7.83	30.39	13.7	25.26	11.25
SROUDA2025.05		9.27	5.68	24.33	15.07	42.91	28.38	32.42	23.82	27.23	18.24	25.95	14.18	24.27	13.93	36.32	22.06	20.08	13.52	26.65	15.92	36.69	28.26	10.17	5.86	45.69	29.95	30.95	19.14	30.87	20.8	44.33	34.33	10.1	5.63	40.26	23.26	29.1	18.56	30.94	20.44	46.62	36.65	8.5	5.28	31.09	15.14	42.95	22.33	32.29	19.85