Semantic Segmentation on MFNet 1.0 (test) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on MFNet 1.0 (test)

87.9Car IoUFuseSeg21

Evaluation Results

Method	Links
FuseSeg212022.10		87.9	93.1	81.4	71.7	78.5	64.6	68.4	44.8	29.1	22.7	63.7	6.4	55.8	46.9	66.4	47.9	70.6	54.5
EGFNet222022.10		87.6	95.8	89	69.8	80.6	58.8	71.5	42.8	48.7	33.8	33.6	7	65.3	48.3	71.1	47.1	72.7	54.8
RTFNet152192022.10		87.4	93	79.3	70.3	76.8	62.7	60.7	45.3	38.5	29.8	0	0	45.5	29.1	74.7	55.7	63.1	53.2
HRNet192022.10		86.9	90.8	75.1	67.3	70.2	59.2	39.1	35.3	28	23.1	12.1	1.7	50.4	46.6	55.8	47.3	57.9	51.7
RTFNet50192022.10		86.3	91.3	78.2	67.8	71.5	58.2	69.8	43.7	32.1	24.3	13.4	3.6	40.4	26	73.5	57.2	62.2	51.7
HRNet192022.10		84.9	91.1	66.6	55.4	76.6	60.3	42.6	33.3	37.9	28.3	11.5	2.5	44.8	40.3	62.6	46.9	59.2	49.9
ABMDRNet212022.10		84.8	94.3	90	69.6	75.7	60.3	64	45.1	44.1	33.1	31	5.1	61.7	47.4	66.2	50	69.5	54.8
DANet192022.10		84.5	89.8	65.2	55	76.5	62.6	44.2	33.4	32.7	27.4	2.8	0.9	46.6	41.9	56	44.5	57	49.7
LASNet2022.10		84.2	94.9	81.7	67.1	82.1	56.9	70.7	41.1	56.8	39.6	59.5	18.9	58.1	48.8	77.2	40.1	75.4	54.9
MMNet222022.10		83.9	—	—	69.3	—	59	—	43.2	—	24.7	—	4.6	—	42.2	—	50.7	62.7	52.8
MLFNet212022.10		82.3	—	—	68.1	—	67.3	—	27.3	—	30.4	—	15.7	—	55.6	—	40.1	—	53.8
ACNet192022.10		79.4	93.7	86.8	64.7	77.8	52.7	57.2	32.9	51.5	28.4	7	0.8	57.5	16.9	49.8	44.4	64.3	46.3
D-CNN182022.10		77	85.2	61.7	53.4	76	56.5	40.2	30.9	9.9	29.3	22.8	6.4	32.9	30.1	36.5	32.3	55.1	46.1
PSTNet202022.10		76.8	—	—	52.6	—	55.3	—	29.6	—	25.1	—	15.1	—	39.4	—	45	—	48.4
FuseNet162022.10		75.6	81	75.2	66.3	64.5	51.9	51	37.8	28.7	15	0	0	31.1	21.4	51.9	45	52.4	45.6
SA-Gate202022.10		73.8	86	80.8	59.2	69.4	51.3	56.7	38.4	24.7	19.3	0	0	56.9	24.5	52.1	48.8	58.3	45.8
DANet192022.10		71.3	91.3	82.7	48.1	79.2	51.8	48	30.2	25.5	18.2	5.2	0.7	47.6	30.3	19.9	18.8	55.2	41.3
MFNet172022.10		65.9	77.2	67	58.9	53.9	42.9	36.2	29.9	19.1	9.9	0.1	8.5	30.3	25.2	30	27.7	45.1	39.7