Size Estimation on PolypSize
75.15F1 ScoreEndoFM
Evaluation results
| Method | Links | |
|---|---|---|
| EndoFMParams (M)=121.3, FLOPs (G)=190.12026.05 | 75.15 | |
| NTSSLParams (M)=25.6, FLOPs (G)=33.12026.05 | 70.24 | |
| DinoV2-g/14Params (M)=1136, FLOPs (G)=23312026.05 | 70.22 | |
| DinoV3-B/16Params (M)=85.7, FLOPs (G)=137.72026.05 | 69.67 | |
| SurgeNetParams (M)=24.3, FLOPs (G)=31.02026.05 | 68.83 | |
| V-JEPA2Params (M)=326.0, FLOPs (G)=272.12026.05 | 68.68 | |
| DinoV2-L/14Params (M)=304.4, FLOPs (G)=622.52026.05 | 68.02 | |
| DinoV2-B/14Params (M)=86.6, FLOPs (G)=175.72026.05 | 67.97 | |
| DinoV3-L/16Params (M)=303.1, FLOPs (G)=487.22026.05 | 66.58 | |
| SFEParams (M)=28.0, FLOPs (G)=33.12026.05 | 65.35 | |
| DinoV3-S/16Params (M)=21.6, FLOPs (G)=34.72026.05 | 64.57 | |
| TPCParams (M)=25.6, FLOPs (G)=33.12026.05 | 64.13 | |
| TAParams (M)=25.6, FLOPs (G)=33.12026.05 | 63.87 | |
| DinoV2-S/14Params (M)=22.1, FLOPs (G)=44.22026.05 | 62.81 | |
| SupParams (M)=25.6, FLOPs (G)=33.12026.05 | 62.35 | |
| EndoFM-LVParams (M)=121.3, FLOPs (G)=190.12026.05 | 61.99 | |
| MVEParams (M)=25.6, FLOPs (G)=33.12026.05 | 58.82 | |
| EndoViTParams (M)=86.6, FLOPs (G)=134.92026.05 | 56.52 |