Semantic Segmentation on GTA to {Cityscapes, BDD100K, Mapillary, ACDC, DarkZurich} (val) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on GTA to {Cityscapes, BDD100K, Mapillary, ACDC, DarkZurich} (val)

58.63mIoU (Cityscapes)HRDA

Evaluation Results

Method	Links
HRDA2023.12		58.63	52.25	62.47	57.78	46.07	25.53	48.99	2.5
HRDA2023.04		57.41	49.11	61.16	55.9	44.04	20.97	46.54	—
HRDA2023.12		57.41	49.11	61.16	55.9	44.04	20.97	46.54	—
DAFormer2023.12		55.31	50.82	56.62	54.25	44.04	25.58	46.47	4.3
DAFormer2023.04		52.65	47.89	54.66	51.73	38.25	17.45	42.18	—
DAFormer2023.12		52.65	47.89	54.66	51.73	38.25	17.45	42.18	—
Color-Aug2023.12		50.76	47.21	52.33	50.1	38.92	20.94	42.03	3.3
SHADE2023.04		48.52	45.17	51.69	48.46	36.33	16.21	39.58	—
HRDA2023.12		46.89	42.81	50.19	46.63	34.19	16.16	38.05	7.2
SHADE2023.04		46.66	43.66	45.5	45.27	29.06	8.01	34.58	—
SHADE2023.12		46.66	43.66	45.5	45.27	29.06	8.01	34.58	—
Color-Aug2023.12		46.64	45.45	49.04	47.04	36.1	16.37	38.72	—
PhotoDistort2023.04		45.57	43.02	47.51	45.36	35.15	15.55	37.36	—
SAN-SAW2023.04		45.33	41.18	40.77	42.43	—	—	—	—
SAN-SAW2023.12		45.33	41.18	40.77	42.23	—	—	—	—
FSDR2023.04		44.8	41.2	43.4	43.13	24.77	9.66	32.77	—
FSDR2023.12		44.8	41.2	43.4	43.13	24.77	9.66	32.77	—
AdvStyle2023.04		44.51	39.27	43.48	42.42	—	—	—	—
AdvStyle2023.12		44.51	39.27	43.48	42.42	—	—	—	—
GTR2023.04		43.7	39.6	39.1	40.8	—	—	—	—
GTR2023.12		43.7	39.6	39.1	40.8	—	—	—	—
DRPC2023.04		42.53	38.72	38.05	39.77	—	—	—	—
DRPC2023.12		42.53	38.72	38.05	39.77	—	—	—	—
RobustNet2023.12		41.03	39.62	44.85	41.83	32.3	12.73	34.11	6.8
IBN-Net2023.12		40.8	38.98	43.2	40.99	31.68	11.19	33.17	5.1
HRDA2023.12		39.63	38.69	42.21	40.18	26.08	7.8	30.88	—
IBN-Net2023.04		37.37	34.21	36.81	36.13	—	—	—	—
IBN-Net2023.12		37.37	34.21	36.81	36.13	25.85	6.12	28.07	—
ISW2023.04		37.2	33.36	35.57	35.38	—	—	—	—
RobustNet2023.12		37.2	33.36	35.57	35.38	24.8	5.49	27.28	—
PhotoDistort2023.04		34.34	32.43	31.41	32.73	24.2	5.49	25.58	—