Open-Set Domain Adaptation Semantic Segmentation on GTA5 → Cityscapes (test) benchmark leaderboard · SOTA2 Research

Open-Set Domain Adaptation Semantic Segmentation on GTA5 → Cityscapes (test)

97.14RoadMIC

Evaluation Results

Method	Links
MIC2026.01		97.14	79.45	88.78	55.6	53.92	26.11	89.94	50.98	93.54	92.46	69.09	54.53	63.43	70.38	31.78	43.79
SATS2026.01		96.14	75.3	90.82	61.27	57.12	60.9	91.6	54.49	93.68	93.72	45.88	62.41	73.03	73.57	60.93	66.66
SATS2026.01		95.99	71.23	89.59	60.67	43.62	57.06	90.31	50.86	92.82	91.39	42.06	51.29	70.51	69.8	55.99	62.14
DAF2026.01		95.8	65.37	87.12	54.08	45.81	51.78	89.2	42.93	91.03	89.19	37.93	50.54	48.49	66.09	29.23	40.53
HRDA2026.01		95.31	37.7	89.26	57.41	37	61.16	90.96	46.86	94.39	93.39	62.45	58.13	65.71	68.44	31.02	42.7
HRDA2026.01		95.14	62.58	82.92	47.44	43.57	53.18	88.26	44.42	92.92	90.23	57.43	14.71	56.83	63.82	12.13	20.39
BUS2026.01		95.06	66.65	90.53	55.37	55.38	57.2	91.12	49.69	92.96	93.5	68.81	58.73	67.04	72.47	55.42	62.81
SATS2026.01		94.45	59.8	88.57	50.49	46.67	51.26	89.59	46.8	91.42	90.89	42.68	52.74	65.41	66.98	50.32	57.47
DAF2026.01		94.26	48.69	83.47	38.67	32.83	41.71	87.79	39.15	93.59	85.29	47.04	28.36	46.86	61.26	14.63	23.36
MIC2026.01		93.26	58.96	79.3	21.62	31.41	39.32	85.48	31.94	91.64	88.16	44.77	47.64	42.77	58.17	11.87	19.71
BUS2026.01		91.9	41.06	88.04	48.65	48.74	48.94	89.59	44.37	91.61	89.99	46.09	48.49	62.47	64.61	39.23	48.82
BUS2026.01		88.07	39.59	88.57	55.12	48.29	56.24	90.02	46.3	91.76	92.03	46.96	57.1	66.02	66.62	42.5	51.89
ASN2026.01		82.34	2.21	75.3	8.01	3.52	9.99	71.96	15.61	70.97	77.16	22.59	20.8	0.06	35.43	10.84	16.6
Pixmatch2026.01		79.27	2.06	72.36	6.96	2.94	11.07	76.29	23.23	77.72	79.77	44.72	18.02	0.01	38.03	9.46	15.15
UAN2026.01		65.97	23.41	76.41	37.26	18.5	20.13	80.57	30.37	82.47	77.35	27.8	16.62	0	38	3.59	6.56
UniOT2026.01		17.67	5.14	44.86	55.45	2.31	52.61	40.01	3.37	79.43	52.87	52.31	7.18	0	20.2	5.36	7.49
OSBP2026.01		4.92	3.93	42.8	2.55	6.04	14.29	68.58	26.5	44.21	41.78	0.94	7.2	3.42	20.55	4.49	7.34