Semantic Segmentation on StomataSeg 1.0 (test) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on StomataSeg 1.0 (test)

70.35Overall mIoUSegFormer

Evaluation Results

Method	Links
SegFormer2026.01		70.35	81.97	60.26	76.92	68.03	83.58	55.47	68.51
OCRNet2026.01		67.33	79.68	51.39	66.27	66	84.76	54.38	69.1
FCN2026.01		67.32	80.27	52.47	72.24	65.72	82.43	53.62	67.71
BiSeNetV22026.01		67.2	79.63	55.09	73.41	64.38	79.81	51.97	66.61
SegFormer2026.01		65.93	77.39	48.99	61.97	64.93	81.51	51.91	67.2
SegFormer2026.01		65.09	75.21	48.33	57.38	63.78	78.24	50.45	66.3
SegNeXt2026.01		63.43	75.9	50.75	62.69	60.02	79.33	45.98	63.32
UPerNet2026.01		62.81	73.87	50.49	60.38	58.31	76.73	45.41	59.8
SegNeXt2026.01		62.04	72.1	32.09	38.36	65.28	82.04	52.81	69.11
UPerNet2026.01		61.57	72.4	36.09	44	62.99	79.01	49.51	67.91
SegNeXt2026.01		61.49	71.43	32.12	38.1	64.36	80.92	51.56	67.81
FCN2026.01		52.48	61.35	6	6.16	58.87	77.75	47.27	62.62
FCN2026.01		52.14	60.59	5.95	6.16	57.87	75.93	46.96	61.33
BiSeNetV22026.01		49.73	57.52	2.18	2.22	54.33	69.3	44.88	59.58
OCRNet2026.01		49.21	58.86	13.83	16.01	48.82	69	36.89	51.77