Table 1.
Comparison of public datasets for polyp detection, segmentation and classification.
| Dataset | Format | Image type | Resolution (w x h) | Ground Truth | Images | Sequences | Patients | Task |
|---|---|---|---|---|---|---|---|---|
| CVC-ClinicDB (30) | Image | WL | 384 × 288 | Binary masks | 612 | 31 | 23 | Detection Segmentation |
| CVC-ColonDB (31) | Image | WL | 574 × 500 | Binary masks | 300 | 13 | 13 | Detection Segmentation |
| CVC-EndoSceneStill (32) | Image | WL | 574 × 500 384 × 288 |
Binary masks | 912 | N/A | N/A | Detection Segmentation |
| CVC-PolypHD (33) | Image | WL | 1920 × 1080 | Binary masks | 56 | N/A | N/A | Detection Segmentation |
| ETIS-Larib (34) | Image | WL | 1225 × 966 | Binary masks | 196 | 34 | N/A | Detection Segmentation |
| Kvasir-SEG (35) | Image | N/A | Multiple resolutions | Binary masks Bounding boxes |
1000 | N/A | N/A | Detection Segmentation |
| CVC-ClinicVideoDB (36) | Video | WL | 768 × 576 | Binary masks | 28563 | 38 | N/A | Detection Segmentation |
| ASU-Mayo Clinic Colonoscopy Video (37) |
Video | WL/NBI | 688 × 550 | Binary masks | N/A | 38 | N/A | Detection |
| Colonoscopic Dataset (38) | Video | WL/NBI | 768 × 576 | Polyp classification | N/A | 76 | N/A | Classification |
| PICCOLO (39) | Image | WL/NBI | 854 × 480 1920 × 1080 |
Bounding boxes Polyp classification |
3433 | N/A | 40 | Detection Segmentation Classification |
| LDPolypVideo (40) | Video | N/A | 768 x 576 (videos) 560 × 480 (images) |
Bounding boxes | 40187 | 160 | 200 | Detection Segmentation |
| KUMC dataset (41) | Image | WL/NBI | Multiple resolutions | Bounding boxes Polyp classification |
37899 | 80 | N/A | Detection Segmentation Classification |
| CP-CHILD-A, CP-CHILD-B (42) |
Image | N/A | 256 x 256 | Positive vs negative frames | A:8000 B:1500 | N/A | N/A | Detection |
| SUN (43) | Image | N/A | 1240 x 1080 | Bounding boxes | 49136 | N/A | 100 | Detection |
| Colorectal Polyp Image Cohort (PIBAdb) (44) | Video/Image | WL/NBI | 768 × 576 | Bounding boxes Polyp classification |
boxes | N/A | 1176 | Detection Classification |
| POLAR (45) | Image | NBI | N/A | Bounding boxes Polyp classification |
2637 | N/A | 1339 | Detection Classification |
| NBIPolyp-UCdb (46) | Image | NBI | 576 × 720 | Binary masks | 86 | 11 | N/A | Detection Segmentation |
| WLPolyp-UCdb (47) | Image | N/A | 576 × 720 | Not disclosed | 1680 | 42 | N/A | Detection |
| PolypGen (48) | Video/Image | N/A | N/A | Binary masks | 1537 | N/A | N/A | Detection |
| BKAI-IGH NeoPolyp-Small (49) | Image | WLI/FICE | N/A | Binary masks | 1200 | N/A | N/A | Segmentation |
| Gastro-Vision (50) | Image | WLI/NBI | Multiple resolutions | Anatomical landmarks Pathological abnormalities Polyps findings |
8,000 | N/A | N/A | Classification |
N/A: Not provided.