Semantic Segmentation on Cityscapes GTA5 to Cityscapes adaptation benchmark leaderboard · SOTA2 Research

Semantic Segmentation on Cityscapes GTA5 to Cityscapes adaptation

71mIoUDIDA

Evaluation Results

Method	Links
DIDA2023.07		71	97.3	78	89.8	55.9	52.6	53.3	57.9	66.1	90	50	93.1	73.2	44.8	93.4	80.9	84.7	73.8	58.6	63.5
DAFormer2023.07		68.3	95.7	70.2	89.4	53.5	48.1	49.6	55.8	59.4	89.9	47.9	92.5	72.2	44.7	92.3	74.5	78.2	65.1	55.9	61.8
CaCo2023.07		58	93.8	64.1	85.7	43.7	42.2	46.1	50.1	54	88.7	47	86.5	68.1	2.9	88	43.4	60.1	31.5	46.1	60.9
BAPA-Net2023.07		57.4	94.4	61	88	26.8	39.9	38.3	46.1	55.3	87.8	46.1	89.4	68.8	40	90.2	60.4	59	0	45.1	54.2
CPSL+2023.07		55.7	91.7	52.9	83.6	43	32.3	43.7	51.3	42.8	85.4	37.6	81.1	69.5	30	88.1	44.1	59.9	24.9	47.2	48.4
SAC2023.07		53.8	90.4	53.9	86.6	42.4	27.3	45.1	48.5	42.7	87.4	40.1	86.1	67.5	29.7	88.5	49.1	54.6	9.8	26.6	45.3
ProDA+2023.07		53.7	91.5	52.4	82.9	42	35.7	40	44.4	43.3	87	43.8	79.5	66.5	31.4	86.7	41.1	52.5	1	45.4	53.8
DPL-Dual2023.07		53.3	92.8	54.4	86.2	41.6	32.7	36.4	49	34	85.8	41.3	86	63.2	34.2	87.2	39.3	44.5	18.7	42.6	43.1
UncerDA2023.07		52.6	90.5	38.7	86.5	41.1	32.9	40.5	48.2	42.1	86.5	36.8	84.2	64.5	38.1	87.2	34.8	50.4	0.2	41.8	54.6
UPLR2023.07		52.6	90.5	38.7	86.5	41.1	32.9	40.5	48.2	42.1	86.5	36.8	84.2	64.5	38.1	87.2	34.8	50.4	0.2	41.8	54.6
DACS2023.07		52.1	89.9	39.7	87.9	30.7	39.5	38.5	46.4	52.8	88	44	88.8	67.2	35.8	84.5	45.7	50.2	0	27.3	34
BIMAL2023.07		47.3	91.2	39.6	82.7	29.4	25.2	29.6	34.3	25.5	85.4	44	80.8	59.7	30.4	86.6	38.5	47.6	1.2	34	36.8