Kvasir-SEG
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Polyp Segmentation | Kvasir-SEG (test) | mIoU87.1 | 87 | |
| Medical Image Segmentation | Kvasir-SEG (test) | mIoU96.45 | 78 | |
| Binary Segmentation | Kvasir-SEG (test) | DSC0.9355 | 67 | |
| Polyp Segmentation | Kvasir-SEG 100 random images | Dice Coefficient93.29 | 27 | |
| Polyp Segmentation | Kvasir-SEG (seen) | Dice Score92.4 | 17 | |
| Medical Image Segmentation | Kvasir-SEG 40 samples (train) | DICE78.61 | 16 | |
| Medical Image Segmentation | Kvasir-SEG 10 samples (train) | Dice Score (%)73.59 | 16 | |
| Polyp Segmentation | Kvasir-SEG trained on CVC-ClinicDB (test) | DSC0.7575 | 13 | |
| Polyp Segmentation | Kvasir-SEG Seen (test) | Dice94.7 | 12 | |
| Polyp Segmentation | Kvasir-SEG 30 (test) | DSC90.7 | 11 | |
| Polyp Segmentation | Kvasir-SEG 1.0 (test) | mIoU81 | 11 | |
| Polyp Segmentation | Kvasir-SEG (880/120) | mIoU84.8 | 11 | |
| Polyp Detection | Kvasir-SEG Dirty (test) | Precision91.2 | 10 | |
| Polyp Detection | Kvasir-SEG Clean (test) | Precision93.9 | 10 | |
| Polyp Segmentation | Kvasir-SEG 13 (test) | mDic0.917 | 10 | |
| Segmentation | Kvasir-SEG degraded (val) | Dice Score88.93 | 8 | |
| Segmentation | Kvasir-SEG clean (val) | Dice92.21 | 8 | |
| Polyp Segmentation | Kvasir-SEG Scenario 6 (5-fold cross-validation) | mDice0.912 | 8 | |
| Polyp Segmentation | Kvasir-SEG 16 (test) | mDice93.85 | 6 | |
| Object Detection | Kvasir-SEG (val) | Precision98 | 5 | |
| Polyp Segmentation | Kvasir-SEG 19 (test) | mDSC76.58 | 4 |
Showing 21 of 21 rows