Open-Set Domain Adaptation Semantic Segmentation on SYNTHIA → Cityscapes (test) benchmark leaderboard · SOTA2 Research

Open-Set Domain Adaptation Semantic Segmentation on SYNTHIA → Cityscapes (test)

89.08Road IoUMIC

Evaluation Results

Method	Links
MIC2026.01		89.08	58.55	86.01	41.78	4.46	35.1	83.44	86.64	90.06	68.61	58.81	55.52	63.17	26.65	37.49
MIC2026.01		88.31	70.71	85	26.23	6.6	35.27	84.8	91.41	81.47	53.62	55.39	58.2	57.46	10.02	17.23
SATS2026.01		87.27	49.47	89.5	42.93	7.66	60.16	86.7	94.09	89.68	63.32	59.95	72.8	66.96	59.74	62.65
HRDA2026.01		87.13	35.31	86.22	41.08	5.12	40.27	86.3	92.59	89.64	66.93	57.3	59.09	62.25	23.74	36.4
BUS2026.01		86.85	43.49	89.35	46.12	4.39	54.29	87.9	92.49	91.46	61.23	58.11	59.81	64.62	33.37	44.01
HRDA2026.01		85.62	41.74	83.29	36.35	0.86	35.17	83.98	90.9	84.74	50.42	46.78	58.33	54.68	12.68	20.82
DAF2026.01		82.93	49.26	86.71	39.21	7.15	52.35	77.15	88.26	87.02	63	54.37	52.84	61.69	32.75	42.79
Pixmatch2026.01		74.16	8.15	76.21	0.01	0	5.64	44.15	63.76	44.66	17.27	0.13	0.38	26.3	6.87	11
ASN2026.01		72.7	41.29	73.59	7.38	0.08	1.17	71.35	82.22	67.35	23.3	0.94	20.56	38.49	4.62	8.25
DAF2026.01		70.1	39.65	83.09	22.75	4.66	41.19	81.56	91.79	84.36	51.13	43.78	46.2	51.49	9.07	15.57
UAN2026.01		33.24	19.03	71.49	4.02	0.05	14.34	75.78	81.06	53.88	19.34	8.14	21.84	31.3	4.53	7.91
OSBP2026.01		6.71	9.49	49.83	0.7	0	0.76	26.03	36.91	20.04	4.76	2.9	8.7	13.2	4.9	7.14
UniOT2026.01		0	16.79	18.52	1.05	6.49	16.8	14.52	57.4	6.48	2.59	3.73	3.88	12.35	5.49	7.06