Polyp Segmentation on PolypGen C3
76.75mIoURPG-SAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RPG-SAMsupport samples=1, feature_encoder=DINOv2 (ViT-L/14), mask_generator=SAM22026.03 | 76.75 | 83.56 | — | — | — | |
| OPSAMsupport samples=12026.03 | 74.91 | 81.67 | — | — | — | |
| TransNetRTraining dataset=Kvasir-SEG2023.03 | 72.17 | 78.74 | 79.04 | 91.33 | 78.63 | |
| UACANetTraining dataset=Kvasir-SEG2023.03 | 70.74 | 78.7 | 79.54 | 88.93 | 78.77 | |
| ProtoSAMsupport samples=12026.03 | 69.79 | 76.96 | — | — | — | |
| U-NetTraining dataset=Kvasir-SEG2023.03 | 67.69 | 74.81 | 76.37 | 87.87 | 75.18 | |
| HarDNet-MSEGTraining dataset=Kvasir-SEG2023.03 | 66.23 | 74.4 | 79.47 | 81.8 | 76.19 | |
| Matchersupport samples=12026.03 | 65.49 | 71.42 | — | — | — | |
| U-Net++Training dataset=Kvasir-SEG2023.03 | 65.3 | 72.54 | 75.26 | 85.68 | 73.32 | |
| ColonSegNetTraining dataset=Kvasir-SEG2023.03 | 61.81 | 70.64 | 75.2 | 79.07 | 72.21 | |
| UNeXtTraining dataset=Kvasir-SEG2023.03 | 46.54 | 55.34 | 62.65 | 68.68 | 57.4 | |
| ResU-Net++Training dataset=Kvasir-SEG2023.03 | 40.96 | 51.09 | 64.63 | 54.84 | 55.45 | |
| SEGICsupport samples=12026.03 | 15.73 | 23.77 | — | — | — | |
| PerSAMsupport samples=12026.03 | 10.87 | 17.74 | — | — | — |