Semantic Segmentation on GTA5 to Cityscapes (test/val) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on GTA5 to Cityscapes (test/val)

92.5Road IoUFADA

Evaluation Results

Method	Links
FADA2020.07		92.5	47.5	85.1	37.6	32.8	33.4	33.8	18.4	85.3	37.7	83.5	63.2	39.7	87.5	32.9	47.8	1.6	34.9	39.5	49.2
FADA2020.07		92.3	51.1	83.7	33.1	29.1	28.5	28	21	82.6	32.6	85.3	55.2	28.8	83.5	24.4	37.4	0	21.1	15.2	43.8
AdaptPatch2020.07		92.3	51.9	82.1	29.2	25.1	24.5	33.8	33	82.4	32.8	82.2	58.6	27.2	84.3	33.4	46.3	2.2	31.6	32.4	46.5
FADA-MST2020.07		91	50.6	86	43.4	29.8	36.8	43.4	25	86.8	40	87.4	64	38	85.2	31.6	46.1	6.5	25.4	37.1	50.1
CBST2020.07		90.4	50.8	72	18.3	9.5	27.2	28.6	14.1	82.4	25.1	70.8	42.6	14.5	76.9	5.9	12.5	1.2	14	28.6	36.1
ADVENT2020.07		89.4	33.1	81	26.6	26.8	27.2	33.5	24.7	83.9	36.7	78.8	58.7	30.5	84.8	38.5	44.5	1.7	31.6	32.4	45.5
SIBAN2020.07		88.5	35.4	79.5	26.3	24.3	28.5	32.5	18.3	81.2	40	76.5	58.1	25.8	82.6	30.3	34.4	3.4	31.9	31.4	42.6
CLAN2020.07		88	30.6	79.2	23.4	20.5	26.1	23	14.8	81.6	34.5	72	45.8	7.9	80.5	26.6	29.9	0	10.7	0	36.6
AdaptSegNet2020.07		87.3	29.8	78.6	21.1	18.2	22.5	21.5	11	79.7	29.6	71.3	46.8	6.5	80.1	23	26.9	0	10.6	0.3	35
AdaptPatch2020.07		87.3	35.7	79.5	32	14.5	21.5	24.8	13.7	80.4	32	70.5	50.5	16.9	81	20.8	28.1	4.1	15.5	4.1	37.5
CLAN2020.07		87	27.1	79.6	27.3	23.3	28.3	35.5	24.2	83.6	27.4	74.2	58.6	28	76.2	33.1	36.7	6.7	38.3	42.4	43.2
ADVENT2020.07		86.9	28.7	78.7	28.5	25.2	17.1	20.3	10.9	80	26.4	70.2	47.1	8.4	81.5	26	17.2	18.9	11.7	1.6	36.1
AdaptSegNet2020.07		86.5	36	79.9	23.4	23.3	23.9	35.2	14.8	83.4	33.3	75.6	58.5	27.6	73.7	32.5	35.4	3.9	30.1	28.1	42.4
Baseline (feat. only)2020.07		85.7	22.8	77.6	24.8	10.6	22.2	19.7	10.8	79.7	28.4	64.8	41.5	18.4	79.7	19.9	21.8	0.5	16.2	4.2	34.1
CyCADA2020.07		85.2	37.2	76.5	21.8	15	23.8	22.9	21.5	80.5	31.3	60.7	50.5	9	76.9	17.1	28.2	4.5	9.8	0	35.4
ST2020.07		83.8	17.4	72.1	14.6	2.9	16.5	16	6.8	81.4	24.2	47.2	40.7	7.6	71.7	10.2	7.6	0.5	13.3	8.4	28.1
Baseline (feat. only)2020.07		83.7	27.6	75.5	20.3	19.9	27.4	28.3	27.4	79	28.4	70.1	55.1	20.2	72.9	22.5	35.7	8.3	20.6	23	39.3
SIBAN2020.07		83.4	13	77.8	20.4	17.5	24.6	22.8	9.6	81.3	29.6	77.3	42.7	10.9	76	22.8	17.9	5.7	14.2	2	34.2
CDA2020.07		74.9	22	71.7	6	11.9	8.4	16.3	11.1	75.7	13.3	66.5	38	9.3	55.2	18.8	18.9	0	16.8	14.6	28.9
FCNs in the wild2020.07		70.4	32.4	62.1	14.9	5.4	10.9	14.2	2.7	79.2	21.3	64.6	44.1	4.2	70.4	8	7.3	0	3.5	0	27.1
Source only2020.07		65	16.1	68.7	18.6	16.8	21.3	31.4	11.2	83	22	78	54.4	33.8	73.9	12.7	30.7	13.7	28.1	19.7	36.8
Source only2020.07		35.4	13.2	72.1	16.7	11.6	20.7	22.5	13.1	76	22	66.1	41.1	19	69.8	15.2	16.3	0	16.2	4.7	28.3