Results on semantic segmentation datasets

DiCENet models

PASCAL VOC

s	Image Size	FLOPs (in million)	Params (in million)	mIOU (class-wise)	Link
0.2	256x256	60.98	0.05	33.77	here
0.5	256x256	82.33	0.08	42.48	here
0.75	256x256	127.22	0.19	49.52	here
1.0	256x256	141.54	0.28	54.31	here
1.25	256x256	155.39	0.39	57.59	here
1.75	256x256	289.96	0.81	58.39	here

s	Image Size	FLOPs (in million)	Params (in million)	mIOU (class-wise)	Link
0.2	384x384	135.64	0.05	34.52	here
0.5	384x384	182.91	0.08	47.74	here
0.75	384x384	282.05	0.19	55.67	here
1.0	384x384	312.76	0.28	60.23	here
1.25	384x384	342.52	0.39	62.55	here
1.75	384x384	641.98	0.81	64.76	here
--	384x384	680	--	66.50	Leaderboard
--	384x384	680	--	67.31 (test)	Leaderboard

Cityscapes

s	Image Size	FLOPs (in million)	Params (in million)	mIOU (class-wise)	Link
0.5	512x256	162.77	0.08	47.3	here
0.75	512x256	251.29	0.19	50.0	here
1.0	512x256	278.92	0.28	51.2	here
1.25	512x256	305.68	0.39	51.6	here
1.5	512x256	376.41	0.55	52.1	here
1.75	512x256	572.59	0.81	54.2	here

s	Image Size	FLOPs (in million)	Params (in million)	mIOU (class-wise)	Link
0.5	1024x512	641.68	0.08	53.4	here
0.75	1024x512	988.39	0.19	58.7	here
1.0	1024x512	1093.01	0.28	60.9	here
1.25	1024x512	1194.53	0.39	61.1	here
1.5	1024x512	1471.11	0.55	62.2	here
1.75	1024x512	2249.06	0.81	63.4	here

ESPNetv2 models

PASCAL VOC

s	Image Size	FLOPs (in million)	Params (in million)	mIOU (class-wise)	Link
0.5	256x256	74.88	0.08	39.82	here
1.0	256x256	136.0	0.23	54.14	here
1.5	256x256	214.51	0.47	59.39	here
2. 0	256x256	337.58	0.79	63.36	here

s	Image Size	FLOPs (in million)	Params (in million)	mIOU (class-wise)	Link
0.5	384x384	168.46	0.08	47.18	here
1.0	384x384	306.00	0.23	60.22	here
1.5	384x384	482.63	0.47	63.67	here
2. 0	384x384	759.52	0.79	67.01	here
2. 0	384x384	759.52	0.79	67.95 (test)	Leaderboard

Cityscapes

s	Image Size	FLOPs (in million)	Params (in million)	mIOU (class-wise)	Link
0.5	512x256	149.40	0.08	47.3	here
1.0	512x256	271.66	0.23	52.2	here
1.5	512x256	428.66	0.47	54.6	here

s	Image Size	FLOPs (in million)	Params (in million)	mIOU (class-wise)	Link
0.5	1024x512	597.56	0.08	53.9	here
1.0	1024x512	1086.59	0.23	60.1	here
1.5	1024x512	1714.57	0.47	63.8	here
2.0	1024x512	2699.05	0.79	66.4	here
2.0	1024x512	2699.05	0.79	66.2 (test)	Leaderboard