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

14.65Standard Accuracy (C->I)

TAROT

Updated 4d ago

Evaluation Results

Method	Links
TAROT 2025.05		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
ARTUDA 2025.05		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
PL 2025.05		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
RFA 2025.05		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
SROUDA 2025.05		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