Semantic Segmentation on SYNTHIA to Cityscapes 16 and 13 categories (val) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on SYNTHIA to Cityscapes 16 and 13 categories (val)

91.2RoadASA

Evaluation Results

Method	Links
ASA2021.03		91.2	48.5	80.4	3.7	0.3	21.7	5.5	5.2	79.5	83.6	56.4	21	80.3	36.2	20	32.9	49.3
DADA2021.03		89.2	44.8	81.4	6.8	0.3	26.2	8.6	11.1	81.8	84	54.7	19.3	79.7	40.7	14	38.8	49.8
Uncertainty2021.03		87.6	41.9	83.1	14.7	1.7	36.2	31.3	19.9	81.6	80.6	63	21.8	86.2	40.7	23.6	53.1	54.9
APODA2021.03		86.4	41.3	79.3	—	—	—	22.6	17.3	80.3	81.6	56.9	21	84.1	49.1	24.6	45.7	53.1
BL2021.03		86	46.7	80.3	—	—	—	14.1	11.6	79.2	81.3	54.1	27.9	73.7	42.2	25.7	45.3	51.4
AdvEnt2021.03		85.6	42.2	79.7	8.7	0.4	25.9	5.4	8.1	80.4	84.1	57.9	23.8	73.3	36.4	14.2	33	48
Uncertainty + AdaBoost Student2021.03		85.6	43.9	83.9	19.2	1.7	38	37.9	19.6	85.5	88.4	64.1	25.7	86.6	43.9	31.2	51.3	57.5
SP-Adv2021.03		84.8	35.8	78.6	—	—	—	6.2	15.6	80.5	82	66.5	22.7	74.3	34.1	19.2	27.3	48.3
AdaptSegNet2021.03		84.3	42.7	77.5	—	—	—	4.7	7	77.9	82.5	54.3	21	72.3	32.2	18.9	32.3	46.7
MRNet + AdaBoost Student2021.03		83.6	40.1	81.3	9.6	0.8	36.8	25.8	16.3	84.5	87.1	60.3	23.9	84.9	32.3	19	48.4	52.9
DT2021.03		83	44	80.3	—	—	—	17.1	15.8	80.5	81.8	59.9	33.1	70.2	37.3	28.5	45.8	52.1
SIBAN2021.03		82.5	24	79.4	—	—	—	16.5	12.7	79.2	82.8	58.3	18	79.3	25.3	17.6	25.9	46.3
PatchAlign2021.03		82.4	38	78.6	8.7	0.6	26	3.9	11.1	75.5	84.6	53.5	21.6	71.4	32.6	19.3	31.7	46.5
MRNet2021.03		82	36.5	80.4	4.2	0.4	33.7	18	13.4	81.1	80.8	61.3	21.7	84.4	32.4	14.8	45.7	50.2
CLAN2021.03		81.3	37	80.1	—	—	—	16.1	13.7	78.2	81.5	53.4	21.2	73	32.9	22.6	30.7	47.8
CCM2021.03		79.6	36.4	80.6	13.3	0.3	25.5	22.4	14.9	81.8	77.4	56.8	25.9	80.7	45.3	29.9	52	52.9
MaxSquare2021.03		77.4	34	78.7	5.6	0.2	27.7	5.8	9.8	80.7	83.2	58.5	20.5	74.1	32.1	11	29.9	45.8
CBST2021.03		68	29.9	76.3	10.8	1.4	33.9	22.8	29.5	77.6	78.3	60.6	28.3	81.6	23.5	18.8	39.8	48.9
AdaptSegNet + AdaBoost Student2021.03		67.9	30.1	77.9	10.2	1.5	37.2	30.9	22.3	80.8	83.1	52.4	20.9	72.9	25.4	12.7	45.7	47.9
MRKLD2021.03		67.7	32.2	73.9	10.7	1.6	37.4	22.2	31.2	80.8	80.5	60.8	29.1	82.8	25	19.4	45.3	50.1
Source (Baseline 2)2021.03		64.3	21.3	73.1	2.4	1.1	31.4	7	27.7	63.1	67.6	42.2	19.9	73.1	15.3	10.5	38.9	40.3
Source2021.03		55.6	23.8	74.6	—	—	—	6.1	12.1	74.8	79	55.3	19.1	39.6	23.3	13.7	25	38.6
Source (Baseline 3)2021.03		44	19.3	70.9	8.7	0.8	28.2	16.1	16.7	79.8	81.4	57.8	19.2	46.9	17.2	12	43.8	40.4