CaDIS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | CaDIS (test) | mIoU77.04 | 54 | |
| Microscopy deblurring | CaDISBlur (test) | PSNR45.25 | 11 | |
| Semantic Segmentation | CaDISBlur | mIoU (Instance)77.33 | 9 | |
| Surgical Tool Segmentation | CaDIS (test) | IoU (m)60.73 | 7 | |
| Semantic Segmentation | CaDIS t3 1.0 (test) | mIoU71.94 | 6 | |
| Semantic Segmentation | CaDIS t3 1.0 (val) | mIoU79.4 | 6 | |
| Semantic Segmentation | CaDIS t2 1.0 (test) | mIoU79.09 | 6 | |
| Semantic Segmentation | CaDIS t2 1.0 (val) | mIoU83.25 | 6 | |
| Semantic Segmentation | CaDIS t1 1.0 (test) | mIoU0.864 | 6 | |
| Semantic Segmentation | CaDIS t1 1.0 (val) | mIoU88.97 | 6 | |
| Robotic Instrument Segmentation | CaDIS Task 3 (test) | mIOU78.4 | 3 | |
| Robotic Instrument Segmentation | CaDIS Task 3 (val) | mIOU83 | 3 | |
| Robotic Instrument Segmentation | CaDIS Task 2 (test) | mIOU80.2 | 3 | |
| Robotic Instrument Segmentation | CaDIS Task 2 (val) | mIoU84.1 | 3 | |
| Robotic Instrument Segmentation | CaDIS Task 1 (test) | mIoU83.7 | 3 | |
| Robotic Instrument Segmentation | CaDIS Task 1 (val) | mIoU86.7 | 3 | |
| Video Semantic Segmentation | CaDIS | F1 (Hand)95.29 | 3 |
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