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

97.14Road

MIC

Updated 4d ago

Evaluation Results

Method	Links
MIC 2026.01		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
SATS 2026.01		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
SATS 2026.01		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
DAF 2026.01		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
HRDA 2026.01		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
HRDA 2026.01		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
BUS 2026.01		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
SATS 2026.01		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
DAF 2026.01		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
MIC 2026.01		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
BUS 2026.01		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
BUS 2026.01		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
ASN 2026.01		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
Pixmatch 2026.01		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
UAN 2026.01		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
UniOT 2026.01		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
OSBP 2026.01		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