Panoptic Segmentation on SYNTHIA to Cityscapes benchmark leaderboard · SOTA2 Research

Panoptic Segmentation on SYNTHIA to Cityscapes

87.7Road IoUUniDAformer

Evaluation Results

Method	Links
UniDAformer2022.06		87.7	34	73.2	1.3	0	8.1	9.9	6.7	78.2	74	37.6	25.3	40.7	37.4	15	18.8	66.9	44.3	34.2
AdvEnt2021.03		87.1	32.4	69.7	1.1	0	3.8	0.7	2.3	71.7	72	28.2	17.7	31	21.1	6.3	4.9	65.6	36.3	28.1
AdvEnt2022.06		87.1	32.4	69.7	1.1	0	3.8	0.7	2.3	71.7	72	28.2	17.7	31	21.1	6.3	4.9	65.6	36.3	28.1
CVRN2021.03		86.6	33.8	74.6	3.4	0	10	5.7	13.5	80.3	76.3	26	18	34.1	37.4	7.3	6.2	66.6	40.9	32.1
CVRN2022.06		86.6	33.8	74.6	3.4	0	10	5.7	13.5	80.3	76.3	26	18	34.1	37.4	7.3	6.2	66.6	40.9	32.1
FDA2021.03		79	22	61.8	1.1	0	5.6	5.5	9.5	51.6	70.7	23.4	16.3	34.1	31	5.2	8.8	65	35.5	26.6
FDA2022.06		79	22	61.8	1.1	0	5.6	5.5	9.5	51.6	70.7	23.4	16.3	34.1	31	5.2	4.8	65	35.5	26.6
CRST2021.03		75.4	19	70.8	1.4	0	7.3	0	5.2	74.1	69.2	23.7	19.9	33.4	26.6	2.4	4.8	60.3	35.6	27.1
CRST2022.06		75.4	19	70.8	1.4	0	7.3	6.2	5.2	74.1	69.2	23.7	19.9	33.4	26.6	2.4	4.8	60.3	35.6	27.1
UniDAformer2022.06		73.7	26.5	71.9	1	0	7.6	9.9	12.4	81.4	77.4	27.4	23.1	47	40.9	12.6	15.4	64.7	42.2	33
CVRN2022.06		66.2	19.4	72.5	2.1	0	3.8	6.5	4.4	79.7	75.1	26.5	11.5	36.6	34.1	7.1	8.2	61.4	35.9	27.9
AdvEnt2022.06		55.9	14.4	64	0	0	4.6	3.3	2.7	75.5	72.3	24.9	9.7	33.8	26.7	5.2	7.1	60.2	33	25
SVMin2022.06		48	11.8	56.9	0.5	0	3.9	3.8	4.4	72.5	68.9	26.4	15	35.3	25.8	6.3	7.6	63.3	32.6	24.2
CRST2022.06		46.8	11.8	56.8	0.9	0	4	2.6	3.5	70.9	64.3	20.7	11.8	32.9	32.2	6.2	7.9	62.5	31.9	23.3
DAF2022.06		34.6	7.5	53.8	0	0	2.1	3.1	2.6	72.8	67.5	21.3	9.4	28.2	22.7	4.4	4.4	59	28.3	20.9
Baseline2022.06		33.9	7.3	45.6	0	0	2.9	5.2	7.6	65	57.1	19.2	5.4	22.3	14.9	1.3	4.8	56.4	21.8	18.3
Source only2021.03		32.3	5.1	58.5	0.9	0	0.9	0	4.6	61.7	61.3	27.6	9.5	32.8	22.6	1	2.7	59	27.8	20.1
PSN2022.06		32.3	5.1	58.5	0.9	0	0.9	0	4.6	61.7	61.3	27.6	9.5	32.8	22.6	1	2.7	59	27.8	20.1
FDA2022.06		29.2	5.8	63.6	0.1	0	4.9	4	4.8	73.9	62.5	24.5	11.4	32.1	27.1	5.2	8	59.1	30.3	22.3