Histology Classification on PolypsSet
82.38AccuracyNTSSL
Evaluation results
| Method | Links | |
|---|---|---|
| NTSSLParams (M)=25.6, FLOPs (G)=33.12026.05 | 82.38 | |
| DinoV3-L/16Params (M)=303.1, FLOPs (G)=487.22026.05 | 75.59 | |
| TAParams (M)=25.6, FLOPs (G)=33.12026.05 | 73.29 | |
| SupParams (M)=25.6, FLOPs (G)=33.12026.05 | 72.66 | |
| DinoV3-B/16Params (M)=85.7, FLOPs (G)=137.72026.05 | 71.54 | |
| DinoV2-L/14Params (M)=304.4, FLOPs (G)=622.52026.05 | 70.63 | |
| DinoV2-g/14Params (M)=1136, FLOPs (G)=23312026.05 | 70.14 | |
| EndoFM-LVParams (M)=121.3, FLOPs (G)=190.12026.05 | 68.6 | |
| EndoFMParams (M)=121.3, FLOPs (G)=190.12026.05 | 68.32 | |
| DinoV3-S/16Params (M)=21.6, FLOPs (G)=34.72026.05 | 67.13 | |
| DinoV2-B/14Params (M)=86.6, FLOPs (G)=175.72026.05 | 66.57 | |
| MVEParams (M)=25.6, FLOPs (G)=33.12026.05 | 66.22 | |
| SurgeNetParams (M)=24.3, FLOPs (G)=31.02026.05 | 64.62 | |
| TPCParams (M)=25.6, FLOPs (G)=33.12026.05 | 64.06 | |
| SFEParams (M)=28.0, FLOPs (G)=33.12026.05 | 63.22 | |
| DinoV2-S/14Params (M)=22.1, FLOPs (G)=44.22026.05 | 61.68 | |
| V-JEPA2Params (M)=326.0, FLOPs (G)=272.12026.05 | 61.54 | |
| EndoViTParams (M)=86.6, FLOPs (G)=134.92026.05 | 61.54 |