Semantic Segmentation on SAR land-cover mapping dataset (test) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on SAR land-cover mapping dataset (test)

70.18F1 Score (water)UPerNet

Evaluation Results

Method	Links
UPerNet2025.11		70.18	51.32	83.47	93.33	88.68	43.99	73.96	73.84	69.51	32.52	58.67
UPerNet2025.11		69.54	50.88	83.38	93.39	88.76	40.96	73.74	73.55	70.28	35.83	58.59
UPerNet2025.11		66.62	42.84	81.82	92.44	87.17	35.07	72.79	72.18	65.05	20.68	54.93
UPerNet2025.11		66.55	45.32	82.26	92.43	87.09	40.89	73.06	73.03	67.31	37.69	56.95
DANet2025.11		65.98	39.85	81.98	92.56	87.61	34.81	72.09	71.84	66.28	38.11	55.8
PSPNet2025.11		65.46	40.53	81.57	92.33	85.9	35.48	72.32	73.56	64.38	23.15	54.59
UNet2025.11		65.36	35.19	81.94	91.88	85.9	30.48	71.99	70.64	57.84	2.48	51.84
UPerNet2025.11		64.86	43.81	82.02	92.47	87.92	36.21	71.81	71.93	66.09	24.86	55.24
UPerNet2025.11		64.77	45.9	81.76	92.26	87.64	38.04	72.13	71.96	64.99	20.86	55.11
FCN2025.11		64.69	41.01	81.53	91.86	86.52	34.29	71.87	70.93	61.8	26.53	54.09
DeepLabV3+2025.11		63.97	43.47	81.62	92.45	87.61	31.87	71.5	71.85	65.31	22.84	54.49
UPerNet2025.11		63.12	45.12	81.85	92.18	87.45	34.29	72.46	70.47	65.69	31.51	55.18
FarSeg2025.11		62.99	40.16	81.1	92.19	87.36	35.66	71.81	70.42	64.23	17.46	53.72
UPerNet2025.11		61.72	33.72	78.88	90.6	85.19	21.79	68.34	68.73	58.71	22.4	50.67