Kumar
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Nuclear Instance Segmentation | Kumar | AJI65.4 | 24 | |
| Nuclear Segmentation | Kumar 18 (test) | B-Dice82.6 | 17 | |
| Nuclei Instance Segmentation | Kumar 1.0 (All) | Dice84.78 | 15 | |
| Nuclei Instance Segmentation | Kumar (test) | Dice Coefficient0.843 | 11 | |
| Instance Segmentation | Kumar | Dice Coefficient82.8 | 10 | |
| Nuclei Instance Segmentation | Kumar 1.0 (Unseen) | AJI65.07 | 8 | |
| Nuclei Instance Segmentation | Kumar 1.0 (Seen) | Aggregate Jaccard Index61.98 | 8 | |
| Instance Segmentation | Kumar (test) | AJI56.1 | 8 | |
| Mask-to-Image Consistency Alignment | Kumar | FS1 Score79.53 | 7 | |
| Image Quality Assessment | Kumar | FID5.8926 | 7 | |
| Medical Image Segmentation | Kumar-same (test) | IoU64.91 | 3 |
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