Medical Image Segmentation on Medical Segmentation Benchmark Suite (LIDC, AMOS, MSD) (test) benchmark leaderboard · SOTA2 Research

Medical Image Segmentation on Medical Segmentation Benchmark Suite (LIDC, AMOS, MSD) (test)

0.752Avg Dice ScoreBoltzFormer+FocalL

Evaluation Results

Method	Links
BoltzFormer+FocalL2025.03		0.752	0.754	0.927	0.902	0.702	0.64	0.67	0.667
BoltzFormer+Heira-BP2025.03		0.745	0.736	0.92	0.893	0.714	0.61	0.667	0.667
SEEM+Heira-BP (text)2025.03		0.738	0.729	0.92	0.893	0.693	0.646	0.657	0.633
BoltzFormer+Heira-S2025.03		0.738	0.733	0.913	0.887	0.704	0.637	0.644	0.652
BiomedParse2025.03		0.73	0.738	0.919	0.876	0.661	0.602	0.648	0.664
SEEM+Heira-S (text)2025.03		0.715	0.721	0.911	0.882	0.659	0.614	0.639	0.58
nnU-Net2025.03		0.673	0.648	0.85	0.852	0.602	0.524	0.613	0.624
SAM+Heira-S (text)2025.03		0.67	0.671	0.884	0.839	0.616	0.551	0.612	0.52
SAM2+Heira-BP (text)2025.03		0.661	0.632	0.881	0.82	0.642	0.529	0.601	0.516
SAM2+Heira-S (text)2025.03		0.656	0.654	0.882	0.826	0.598	0.528	0.598	0.506
SAM+Heira-BP (text)2025.03		0.649	0.628	0.867	0.812	0.572	0.514	0.608	0.54