Polyp Re-identification on Polyp-Twin (test)
69.5uAPEndoFinder-Raw
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EndoFinder-RawPre-training Source=Polyp-18k, Representation=Raw Features2024.07 | 69.5 | 69.3 | 49.5 | 0.456 | 2.19 | |
| EndoFinder-HashPre-training Source=Polyp-18k, Representation=Binary Codes (Hash)2024.07 | 69.3 | 69.3 | 52.4 | 0.009 | 108.57 | |
| CNN-SimCLRPre-training Source=Polyp-18k2024.07 | 67.2 | 69.3 | 49.5 | 0.433 | 2.3 | |
| ViT-SimCLRPre-training Source=Polyp-18k2024.07 | 59.1 | 62.3 | 41.5 | 0.454 | 2.18 | |
| SSCDPre-training Source=ImageNet2024.07 | 58.1 | 67.3 | 32.6 | 0.434 | 2.3 | |
| MAEPre-training Source=Polyp-18k2024.07 | 47 | 55.4 | 22.7 | 0.453 | 2.22 | |
| Densenet121Pre-training Source=ImageNet2024.07 | 37.7 | 51.1 | 12.8 | 0.471 | 2.12 | |
| Resnet50Pre-training Source=ImageNet2024.07 | 36.5 | 49.5 | 12.8 | 0.485 | 2.06 | |
| VGG19Pre-training Source=ImageNet2024.07 | 33.8 | 56.4 | 11.8 | 0.545 | 1.83 | |
| ViT-L16Pre-training Source=ImageNet2024.07 | 24.3 | 38.6 | 5.9 | 0.451 | 2.21 |