Semantic Segmentation on 50% (train) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on 50% (train)

0.758F1 Score (w/bg)FORTRESS

Evaluation Results

Method	Links
FORTRESS2026.01		0.758	0.732	0.633	0.594	0.809	0.737	0.618
SA-UNet2026.01		0.717	0.685	0.586	0.541	0.69	0.695	0.614
MobileUNETR2026.01		0.703	0.67	0.57	0.525	0.681	0.674	0.575
Att. U-Net2026.01		0.699	0.665	0.567	0.52	0.645	0.679	0.612
BiFPN2026.01		0.691	0.656	0.558	0.51	0.64	0.671	0.61
U-Net2026.01		0.684	0.649	0.555	0.507	0.642	0.664	0.582
UNet++2026.01		0.672	0.635	0.542	0.492	0.583	0.658	0.573
U-KAN2026.01		0.667	0.629	0.536	0.485	0.609	0.652	0.584
Rolling UNet-L2026.01		0.665	0.628	0.529	0.478	0.615	0.642	0.567
UNeXt2026.01		0.663	0.625	0.535	0.484	0.598	0.649	0.586
UNet3+2026.01		0.662	0.624	0.536	0.485	0.624	0.649	0.616
FPN2026.01		0.656	0.617	0.532	0.482	0.605	0.637	0.589
Segformer2026.01		0.643	0.604	0.506	0.454	0.6	0.607	0.492
Swin-UNet2026.01		0.598	0.553	0.458	0.4	0.575	0.562	0.471
FasterVit2026.01		0.546	0.494	0.421	0.359	0.482	0.522	0.461
EGE-UNet2026.01		0.517	0.462	0.392	0.326	0.459	0.494	0.42
HierarchicalViT U-Net2026.01		0.465	0.405	0.334	0.265	0.482	0.423	0.323