Segmentation on CVC-12k (test)
86.1Dice Score (%)FPRL
Evaluation results
| Method | Links | |
|---|---|---|
| FPRLVenue=Ours, Year=-, Pretrain Time(h)=18.22026.03 | 86.1 | |
| EndoMambaVenue=MICCAI, Year=2025, Pretrain Time(h)=38.22026.03 | 84.5 | |
| VideoMambaVenue=ECCV, Year=2024, Pretrain Time(h)=55.42026.03 | 82.8 | |
| EndoFM-LVVenue=JBHI, Year=2025, Pretrain Time(h)=56.12026.03 | 82.6 | |
| M2CRLVenue=NeurIPS, Year=2024, Pretrain Time(h)=24.32026.03 | 81.4 | |
| VideoMAE V2Venue=CVPR, Year=2023, Pretrain Time(h)=17.32026.03 | 81 | |
| VideoMAEVenue=NeurIPS, Year=2022, Pretrain Time(h)=25.32026.03 | 80.9 | |
| DropMAEVenue=CVPR, Year=2023, Pretrain Time(h)=37.92026.03 | 80.9 | |
| Endo-FMVenue=MICCAI, Year=2023, Pretrain Time(h)=20.42026.03 | 73.9 | |
| VCLVenue=ECCV, Year=2022, Pretrain Time(h)=74.92026.03 | 69.1 | |
| ProViCoVenue=CVPR, Year=2022, Pretrain Time(h)=71.22026.03 | 69 | |
| FAMEVenue=CVPR, Year=2022, Pretrain Time(h)=48.92026.03 | 67.2 | |
| ST-AdapterVenue=NeurIPS, Year=2022, Pretrain Time(h)=8.12026.03 | 64.3 | |
| Scratch (Rand.init.)Venue=-, Year=-, Pretrain Time(h)=N/A2026.03 | 53.2 |