CVC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Polyp Segmentation | CVC-300 (test) | mDice91 | 38 | |
| Video Polyp Segmentation | CVC-300-TV (test) | Eφ98.6 | 21 | |
| Polyp Segmentation | CVC source Kvasir target domain | DSC93.8 | 18 | |
| Speech Recognition | CVC Kazakh (test) | WER (or)19.1 | 17 | |
| Polyp Segmentation | CVC | Dice Score94.88 | 17 | |
| Polyp Segmentation | CVC (val) | Dice Score93.1 | 14 | |
| Polyp segmentation | CVC-300 (Out-of-Distribution) | Dice91.12 | 13 | |
| Polyp Segmentation | CVC-300 | Dice88.72 | 12 | |
| Pedestrian Detection | CVC-14 (Night) | MR^-213.5 | 11 | |
| Pedestrian Detection | CVC-14 (Day) | MR^-224.7 | 11 | |
| Image Polyp Segmentation | CVC-T | mDice90.3 | 9 | |
| Anomaly Detection | CVC-300 | Pixel-level AUROC97.4 | 9 | |
| Video Polyp Segmentation | CVC-300-TV | mDice87.6 | 8 | |
| Medical Image Segmentation | CVC | IoU86.11 | 8 | |
| Segmentation | CVC-12k | Dice Coefficient73.9 | 8 | |
| Pedestrian Detection | CVC-14 (All) | MR^-271.3 | 8 | |
| Pixel-level Anomaly Detection | CVC-300 | AUROC97 | 7 | |
| Joint Detection and Segmentation | CVC-300 (unseen) | Dice Coefficient93.2 | 7 | |
| Polyp Segmentation | CVC-612 | Dice (mean)89.9 | 6 | |
| Polyp Segmentation | CVC-T (unseen dataset) | Dice Coefficient88.9 | 5 | |
| Lesion Segmentation | CVC-Colon | DSC0.8658 | 5 | |
| Polyp Segmentation | CVC-300-TV | ASD (mm)0.847 | 3 | |
| Medical Image Segmentation | CVC (external) | Dice8,790 | 2 |
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