Semantic Segmentation on SUN RGB-D (val) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on SUN RGB-D (val)

74.99Wall mIoUDeepLab v3

Evaluation Results

Method	Links
DeepLab v32018.08		74.99	85.44	39.64	54.14	64.23	45.84	47.35	38.3	45.5	30.7	45.3	15.21	24.92	18.18	6.37	48.84	28.2	32.87	31.23	0	16.98	60.09	31.74	37.86	33.8	17.84	20.51	0	19.58	44.1	31.36	18.15	68.76	52.01	35.36	45.97	10.37	35.74
AdapNet++2018.08		73.81	84.79	47.45	64.31	65.76	52.15	49.97	41.66	46.99	32.83	45.19	32.71	34.72	21.16	5.03	50.32	37.45	32.35	25.89	0.12	21.68	60.65	32.41	46.96	18.81	20.79	27.95	1.32	22.7	51.08	33.77	20.59	71.28	55.31	36.74	38.6	15.34	38.4
AdapNet2018.08		72.82	86.61	41.9	56.63	64.99	46.14	46.74	36.14	44.43	28.4	46.53	25.17	31.07	13.41	3.98	47.9	28.58	32.9	19.25	0	17.3	52.6	30.63	20.32	16.56	18.21	13.69	0	15.72	43.02	17.48	9.44	61.11	49.43	31.32	21.56	9.38	32.47
ParseNet2018.08		70.83	81.85	40.25	55.64	61.12	45.06	45.86	30.41	41.73	34.45	44.11	28.63	32.59	12.78	8.58	46.51	34.05	28.07	24.82	0.02	19.1	52.28	34.36	27.05	31.49	21.65	21.49	6.46	20.77	44.48	34.59	15.37	66.96	47.15	31.49	28.14	13.19	34.68
SegNet2018.08		70.18	82.01	37.62	45.77	57.22	35.86	40.6	30.32	39.37	29.67	40.67	22.48	32.13	14.79	5.15	39.69	27.46	26.05	15.64	0	16.01	53.89	26.21	12.95	24.23	14.57	10.88	0	13.5	38.02	3.83	0.76	60.98	45.97	22.82	31.94	8.97	29.14
FCN-8s2018.08		68.57	79.94	37.27	52.85	58.42	42.79	43.69	27.58	43.49	28.46	42.21	27.08	28.34	11.38	6.01	46.96	28.8	27.73	18.97	0	20.34	51.98	30.98	9.06	34.23	15.95	12.79	0	18.24	41.38	8.92	0.97	59.64	44.21	22.83	26.2	8.81	30.46
FastNet2018.08		68.39	79.73	34.98	44.93	55.26	36.68	38.57	26.88	38.28	26.02	39.72	20.55	22.47	11.71	5.67	41.98	25.08	22.76	11.76	0.1	13.37	49.14	29.38	17.49	19.8	17.95	13.55	2.93	15.33	38.12	15.82	7.93	54.08	39.59	22.2	23.71	9.8	28.15
DeepLab v22018.08		63.68	74.07	31.15	47	55.46	40.81	40.6	29.1	37.95	18.67	35.67	23.2	25.08	13.52	2.55	42.91	24.56	29.81	27.16	0	15.85	43.47	25.39	35.55	23.21	16.53	22	0.34	13.56	22.32	46.18	11.45	55.94	43.33	29.52	32.73	7.63	30.06
DeconvNet2018.08		61.53	75.52	26.97	38.52	48.46	30.94	37.12	21.99	27.48	0	0	0	0	9.4	0	29.59	0	0	8.32	0	0	46.4	0	0	0	0	0	0	4.43	32.06	0	0	47.35	32.85	0	0	0	15.64