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Semantic Segmentation on EarthVLSet (test)

55mIoU

TransUNet

Updated 3d ago

Evaluation Results

Method	Links
TransUNet 2026.01		55	41.44	60.61	51.77	80.32	29.36	60.44	67.34	48.74
SegNext 2026.01		54.94	42.32	60.16	53.01	81.17	27.25	59.71	66.73	49.13
Semantic-FPN 2026.01		54.42	40.32	58.5	49.34	81.35	31.35	60.17	64.61	49.71
SegFormer 2026.01		54.34	41.03	60.83	50.89	81.76	29.24	59.74	64.93	46.3
UperNet 2026.01		53.96	40.68	58.63	48.78	79.94	31.58	58.94	64.28	48.85
Mask2Former 2026.01		53.69	40.23	57.73	50.45	79.59	28.72	58.34	63.71	50.78
Semantic-FPN 2026.01		53.56	40.97	59.54	49.85	81.03	24.14	60.83	65.67	46.48
UperNet 2026.01		53.45	40.73	58.65	50.4	80.67	26.97	59.51	64.82	45.89
HRNet 2026.01		53.4	39.85	58.92	51.65	81.19	27.69	60.37	62.14	45.4
FarSeg 2026.01		52.66	39.87	57.58	49.52	80.27	24.76	58.94	62.38	47.99
UNet++ 2026.01		52.54	39.09	57.3	49.72	80.2	26.41	58.01	62.51	47.1
Bi-FPN 2026.01		52.28	39.46	57.5	49.02	79.37	24.45	58.36	61.62	48.46
Semantic-FPN 2026.01		52.01	39.19	56	49.05	79.9	25.99	57.82	61.8	46.29
FactSeg 2026.01		51.96	38.95	55.86	49.14	79.65	24.35	58.77	61.18	47.78
UNet 2026.01		51.74	39.35	56.28	45.74	79.35	26.44	58.42	61.49	46.82
PSPNet 2026.01		51.53	39.7	55.95	46.84	80.2	22.09	58.27	62.73	46.46
PAN 2026.01		51.26	40.17	55.5	46.63	78.77	25.44	58.43	62.34	42.78
LinkNet 2026.01		51.02	38.21	54.88	47.45	79.09	24.95	59.09	60.12	44.38
DeepLabv3+ 2026.01		50.88	38.84	54.64	47.11	78.82	25.64	56.94	60	45.06
MobileVIT 2026.01		47.75	37.98	53.35	46.63	79.58	31.13	57.94	61.42	13.96
FCN8S 2026.01		47.43	36.12	51.12	41.57	74.64	26.89	56.86	57.64	34.59