Monusac
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Segmentation | Monusac | MonaiDiceScore67.9 | 11 | |
| Instance Segmentation | MoNuSAC | Dice Score79.45 | 10 | |
| Panoptic Segmentation | MoNuSAC 2020 (test) | PQ73.11 | 9 | |
| Multi-class Nuclei Segmentation | MoNuSAC 20% labeled data | Dice (Object)78.1 | 8 | |
| Mask-to-Image Consistency Alignment | MoNuSAC | FS186.71 | 7 | |
| Image Quality Assessment | MoNuSAC | FID5.4099 | 7 |
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