Gland Segmentation on GlaS (test) benchmark leaderboard · SOTA2 Research

Gland Segmentation on GlaS (test)

91.49F1 ScorePhi-SegNet

Evaluation Results

Method	Links
Phi-SegNet2026.01		91.49	90.96	83.83	90.79	90.68	92.43	2.3477
CPFNet2026.01		91.02	90.56	82.87	90.75	90.64	91.41	2.9475
CE-Net2026.01		90.57	89.91	82.53	90.02	92.31	88.91	2.3485
Twin-SegNet2026.01		90.53	90.06	82.54	90.07	87.93	93.3	2.8476
TransAttUNet2026.01		89.61	88.66	80.53	88.89	86.73	92.7	3.269
UNet++2026.01		88.97	85.43	79	88.01	84.51	73.95	3.3494
MEW-UNet2026.01		87.92	86.85	77.87	87.47	88.25	88.06	3.3747
AAU-Net2026.01		87.65	86.27	76.37	87.12	87.47	87.83	3.3333
Y-Net2026.01		86.88	84.78	74.5	86.14	88.29	85.53	3.6409
ResUNet++2026.01		83.87	81.62	71.09	82.97	84.96	82.82	4.2321
PraNet2026.01		81.48	80.36	67.26	77.91	73.67	91.15	16.9096
MedT2023.07		81.02	82.08	69.61	—	—	—	—
ResUNet2023.07		78.83	79.48	65.95	—	—	—	—
MSSG2023.07		78.26	77.09	62.72	—	—	—	—
Unet2023.07		77.78	79.04	65.34	—	—	—	—
DSM2023.07		68.18	66.92	49.92	—	—	—	—
UNet2026.01		67.67	65.98	51.14	51.18	51.08	51.85	68.4656
SGSCN2023.07		67.62	68.72	52.16	—	—	—	—
PiCIE2023.07		64.98	65.61	48.77	—	—	—	—
DeepCluster2023.07		57.03	57.32	40.17	—	—	—	—
DINO2023.07		56.93	57.38	40.23	—	—	—	—
Randomly Initial2023.07		49.72	48.63	32.13	—	—	—	—