Instance Segmentation on Cityscapes v1 (test) benchmark leaderboard · SOTA2 Research

Instance Segmentation on Cityscapes v1 (test)

42.7APBPR†

Evaluation Results

Method	Links
BPR†2021.04		42.7	66.5	46	37.1	62.8	41.3	52.7	43.7	32.6	25.1
BPR+2021.04		42.4	66.6	45.6	36.7	62.4	41.2	52.3	43.4	32.7	25.2
PolyTransform + SegFix2021.04		41.2	66.1	44.3	35.9	60.5	40.5	51.2	41.6	31.7	24.1
PolyTransform2021.04		40.1	65.9	42.4	34.8	58.5	39.8	50	41.3	30.9	23.4
BPR2021.04		36.9	61	42	33.3	59.9	32.9	44.4	32.6	28	22.3
BPR2021.04		36.8	59.8	41	32.8	58.7	32.9	43.1	36.8	26.5	22.2
PANet2021.04		36.4	63.1	41.5	33.6	58.2	31.8	45.3	28.7	28.2	24.1
Mask R-CNN* + SegFix*2021.04		33.3	57.8	37.9	30.3	54.1	31	40	27.9	25.1	20.5
UPSNet2021.04		33	59.7	35.9	27.4	51.9	31.8	43.1	31.4	23.8	19.1
SSAP2021.04		32.7	51.8	35.4	25.5	55.9	33.2	43.9	31.9	19.5	16.2
Mask R-CNN*2021.04		32.6	59.2	36.7	29.2	52.8	30	40.3	27.9	25	19
AdaptIS2021.04		32.5	52.5	31.4	29.1	50	31.6	41.7	39.4	24.7	12.1
PANet2021.04		31.8	57.1	36.8	30.4	54.8	27	36.3	25.5	22.6	20.8
BMask R-CNN2021.04		29.4	54.7	34.3	25.6	52.6	24.2	35.1	24.5	21.4	17.1
Mask R-CNN2021.04		26.2	49.9	30.5	23.7	46.9	22.8	32.2	18.6	19.1	16
SGN2021.04		25	44.9	21.8	20.1	39.4	24.8	33.2	30.8	17.7	12.4