Image Segmentation on ISIC 2016 (test) benchmark leaderboard · SOTA2 Research

Image Segmentation on ISIC 2016 (test)

92.88Dice CoefficientSegFormer-B4

Evaluation Results

Method	Links
SegFormer-B42024.05		92.88	3.37	95.93	87.31
FRCNet2024.05		92.44	3.7	96.3	86.73
Telescopic Adapters2025.12		92.18	—	—	86.12
CLIPSeg DA VLC2025.12		92.02	—	—	85.9
CLIPSeg2025.12		91.88	—	—	85.76
CLIPSeg SA VLC2025.12		91.55	—	—	85.22
CRIS2025.12		91.49	—	—	85.41
FRCNet2024.05		90.77	4.59	95.41	84.7
SAN2025.12		90.39	—	—	83.61
ST++2024.05		90.21	4.12	95.59	85.23
BCP2024.05		89.98	4.19	95.32	85.01
SASSNet2024.05		89.94	5.03	95.19	83.67
URPC2024.05		89.91	5.03	95.21	82.81
MT2024.05		89.83	5.05	95.43	83.15
DTC2024.05		89.79	5.11	95.39	83.32
CCT2024.05		89.59	5.09	95.42	82.99
U-Net++2026.01		89.47	—	—	82.38
SLCNet2024.05		89.34	4.86	95.34	84.54
DMT2024.05		89.21	4.45	95.56	84.32
MFEnNet2026.01		89.13	—	—	82.18
U-Net2026.01		89.11	—	—	81.99
CPS2024.05		89.03	4.9	95.11	84.67
BCP2024.05		89.02	4.65	95.09	82.93
TransUNet2026.01		88.94	—	—	81.95
CPS2024.05		88.89	5.23	94.28	82.12
SegFormer-B42024.05		88.65	5.76	94.32	81.58
ResUNet++2026.01		88.54	—	—	81.1
SASSNet2024.05		88.42	5.84	93.78	81.46
SLCNet2024.05		88.23	5.21	94.82	82.09
CCT2024.05		88.22	5.79	93.78	81.34
ST++2024.05		88.17	5.03	94.98	82.46
URPC2024.05		88.12	5.74	93.74	81.21
DMT2024.05		88.03	4.94	94.93	82.34
MT2024.05		88.01	5.96	94.03	81.42
DTC2024.05		87.94	5.82	93.62	81.23
SegFormer-B42024.05		87.15	6.27	93.51	79.54
ResUNet2026.01		86.75	—	—	78.79
ThinDyUNet2026.01		84.28	—	—	75.41
I-MedSAM2025.12		84	—	—	75.1
CLIPSeg2025.12		25.15	—	—	20.85