Research · Nov 2, 2026, 20:22 UTC

LightMIS offers a 131K-parameter medical image segmentation model for edge devices

The authors report Dice and IoU close to nnWNet with 98.14% fewer parameters and 94.58% fewer GFLOPs, and the full model runs about 10.5 times faster on an Arm Mali-G52 MC2 GPU. The work is a research preprint shared by its authors on Reddit.

• ModelLightMIS
• ModelnnWNet
• Topicresearch
• Topicrobotics