Retrieval on REAL-Colon
63.13mAPNTSSL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NTSSLParams (M)=25.6, FLOPs (G)=33.12026.05 | 63.13 | 90.22 | 96.47 | |
| TAParams (M)=25.6, FLOPs (G)=33.12026.05 | 57.52 | 84.24 | 95.24 | |
| SupParams (M)=25.6, FLOPs (G)=33.12026.05 | 54.72 | 81.93 | 94.97 | |
| SFEParams (M)=28.0, FLOPs (G)=33.12026.05 | 51.04 | 86.96 | 95.52 | |
| DinoV3-S/16Params (M)=21.6, FLOPs (G)=34.72026.05 | 48.95 | 88.99 | 96.33 | |
| DinoV2-g/14Params (M)=1136, FLOPs (G)=23312026.05 | 48.29 | 90.35 | 95.92 | |
| DinoV2-S/14Params (M)=22.1, FLOPs (G)=44.22026.05 | 47.31 | 89.81 | 95.52 | |
| DinoV3-B/16Params (M)=85.7, FLOPs (G)=137.72026.05 | 47.17 | 88.45 | 96.06 | |
| DinoV2-B/14Params (M)=86.6, FLOPs (G)=175.72026.05 | 46.4 | 87.77 | 95.79 | |
| EndoFMParams (M)=121.3, FLOPs (G)=190.12026.05 | 45.75 | 87.64 | 94.7 | |
| SurgeNetParams (M)=24.3, FLOPs (G)=31.02026.05 | 44.75 | 85.87 | 94.7 | |
| DinoV3-L/16Params (M)=303.1, FLOPs (G)=487.22026.05 | 43.89 | 87.91 | 94.97 | |
| TPCParams (M)=25.6, FLOPs (G)=33.12026.05 | 43.25 | 75.82 | 91.85 | |
| DinoV2-L/14Params (M)=304.4, FLOPs (G)=622.52026.05 | 43.08 | 87.5 | 94.97 | |
| MVEParams (M)=25.6, FLOPs (G)=33.12026.05 | 42.05 | 81.25 | 94.16 | |
| EndoViTParams (M)=86.6, FLOPs (G)=134.92026.05 | 31.12 | 68.34 | 85.33 | |
| V-JEPA2Params (M)=326.0, FLOPs (G)=272.12026.05 | 29.01 | 70.79 | 88.32 | |
| EndoFM-LVParams (M)=121.3, FLOPs (G)=190.12026.05 | 28.21 | 63.18 | 81.39 |