Semantic Segmentation on MFNet 5 (test) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on MFNet 5 (test)

91.5Car IoUCLARITY

Evaluation Results

Method	Links
CLARITY2026.02		91.5	97.4	86	74.8	84.8	67.2	76.2	46.6	66.3	44.3	49.3	18.7	66.2	55.7	78.2	60.1	77.5	62.3
CMAAHF2026.02		91.2	96.3	83.7	74.1	82.6	66.6	73.8	46.1	64.1	43.8	47.1	18.2	67.1	56.1	78.9	60.7	76.3	61.9
CMX2026.02		90.1	—	—	75.2	—	64.5	—	50.2	—	35.3	—	8.5	—	54.2	—	60.6	—	59.7
CMX2026.02		89.4	93.8	84.6	74.8	75.6	64.7	64.4	47.3	42.5	30.1	54.8	8.1	54.1	52.4	72.2	59.4	71.29	58.2
MMSMCNet2026.02		89.2	96.2	93.2	69.1	83.4	63.5	74.4	46.4	56.6	41.9	26.9	8.8	70.2	48.8	77.5	57.6	75.2	58.1
Parameter Sharing2026.02		88.3	94.3	82.8	72.5	82.9	65.2	74.9	46.6	62.7	47	42.7	11.6	55	46	76	57.1	74.4	59.1
IGFNet2026.02		88	93.2	83.4	74	71.8	62.7	67.6	48.2	45.4	36	68.5	14.2	58.8	52.4	68.3	57.5	72.9	59
FuseSeg2026.02		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
MFNet2026.02		87.9	95.1	85.2	66.8	83.9	64.4	64.3	47.1	50.8	36.1	45.9	8.4	62.8	55.5	73.8	62.2	74.7	57.3
EGFNet2026.02		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
RTFNet2026.02		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
DooDLeNet2026.02		86.7	91.7	81.3	72.2	76.6	62.5	58.9	46.7	36.2	28	35.2	5.1	56.9	50.7	74.8	65.8	67.9	57.3
GMNet2026.02		86.5	94.1	83	73.1	76.9	61.7	59.7	44	55	42.3	71.2	14.5	54.7	48.7	73.1	47.4	74.1	57.3