PolypGen
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Polyp Segmentation | PolypGen 2 video sequences (test) | Dice Coefficient71.48 | 14 | |
| Polyp Segmentation | PolypGen 16 Video Sequences | Dice Coefficient86.44 | 14 | |
| Polyp Segmentation | PolypGen 15 Video Sequences | Dice87.4 | 14 | |
| Polyp Segmentation | PolypGen Data Centre 4 | Dice Coefficient85.52 | 14 | |
| Polyp Segmentation | PolypGen Data Centre 2 | Dice87.34 | 14 | |
| Polyp Segmentation | PolypGen | Dice Coefficient72.88 | 11 | |
| Video Polyp Segmentation | Polypgen 23 sequence videos | mDice80.8 | 9 | |
| Polyp Segmentation | PolypGen C6 (test) | mIoU63.35 | 8 | |
| Polyp Segmentation | PolypGen C5 (test) | mIoU35.97 | 8 | |
| Polyp Segmentation | PolypGen C4 (test) | mIoU46.01 | 8 | |
| Polyp Segmentation | PolypGen Video Sequence 23 (test) | mIoU47.17 | 8 | |
| Polyp Segmentation | PolypGen C3 | mIoU72.17 | 8 | |
| Polyp Segmentation | PolypGen C2 | mIoU66.08 | 8 | |
| Polyp Segmentation | PolypGen C1 | mIoU65.38 | 8 | |
| Polyp Segmentation | PolypGen All | mIoU60.58 | 8 | |
| Semantic Segmentation | Polypgen Local (test) | Class 1 Score0.71 | 6 | |
| Semantic Segmentation | Polypgen OOD (test) | C1 Score56 | 4 |
Showing 17 of 17 rows