Polyp Image Segmentation on CVC-ColonDB
0.711M ScoreGroundingSAM
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GroundingSAMVenue=ICCV23, Prompt Setting=task-generic prompt setting2024.08 | 0.711 | 0.071 | 0.195 | 0.206 | — | — | — | |
| GPT4V+SAMVenue=Arxiv23, Prompt Setting=task-generic prompt setting2024.08 | 0.578 | 0.051 | 0.246 | 0.242 | — | — | — | |
| SEEMVenue=NeurIPS23, Prompt Setting=task-generic prompt setting2024.08 | 0.57 | 0.085 | 0.28 | 0.284 | — | — | — | |
| LLaVA1.5+SAMVenue=NeurIPS23, Prompt Setting=task-generic prompt setting2024.08 | 0.491 | 0.194 | 0.355 | 0.357 | — | — | — | |
| X-DecoderVenue=CVPR23, Prompt Setting=task-generic prompt setting2024.08 | 0.462 | 0.095 | 0.327 | 0.331 | — | — | — | |
| GenSAMVenue=AAAI24, Prompt Setting=task-generic prompt setting2024.08 | 0.244 | 0.059 | 0.494 | 0.379 | — | — | — | |
| ProMaCVenue=Ours, Prompt Setting=task-generic prompt setting2024.08 | 0.176 | 0.243 | 0.583 | 0.53 | — | — | — | |
| CoInNetCurriSeg=false2026.02 | — | — | — | — | 0.797 | 0.729 | — | |
| LSSNetCurriSeg=false2026.02 | — | — | — | — | 0.82 | 0.741 | — | |
| MEGANetCurriSeg=false2026.02 | — | — | — | — | 0.793 | 0.714 | — | |
| MEGANet+CurriSeg=true2026.02 | — | — | — | — | 0.815 | 0.736 | 2.24 | |
| PolypPVTCurriSeg=false2026.02 | — | — | — | — | 0.808 | 0.727 | — | |
| RUNCurriSeg=false2026.02 | — | — | — | — | 0.822 | 0.742 | — | |
| RUN+CurriSeg=true2026.02 | — | — | — | — | 0.845 | 0.763 | 2.05 |