Model card
LightM-UNet.
Liao et al.open-source4M paramsLightweight Mamba + U-Net
Lightweight Mamba-assisted UNet. Very small model (4M params) with competitive performance.
§ 01 · Benchmarks
Every benchmark LightM-UNet has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | ACDC | Medical · Medical Image Segmentation | mean-dsc | 90.5% | #3 | 2024-03-04 | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 03 · Papers
1 paper with results for LightM-UNet.
- 2024-03-04· Medical· 1 result
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation
§ 04 · Related models
Other Liao et al. models scored on Codesota.
§ 05 · Sources & freshness
Where these numbers come from.
arxiv
1
result
1 of 1 rows marked verified.