Homography Estimation on MSCOCO
98.45AUC @ 3HomoFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HomoFMGroup=Homography estimation, Params (MB)=3.37, MACs (G)=147.42026.01 | 98.45 | 99.07 | 99.54 | 99.77 | |
| GFNetGroup=Homography estimation, Params (MB)=3.86, MACs (G)=16572026.01 | 97.69 | 98.61 | 99.3 | 99.65 | |
| RoMaGroup=Image matching, Params (MB)=111.28, MACs (G)=25032026.01 | 96.01 | 97.61 | 98.8 | 99.4 | |
| ELoFTRGroup=Image matching, Params (MB)=16.02, MACs (G)=179.82026.01 | 95.65 | 97.39 | 98.69 | 99.34 | |
| LoFTRGroup=Image matching, Params (MB)=11.56, MACs (G)=249.72026.01 | 94.19 | 96.51 | 98.25 | 99.12 | |
| RHWFGroup=Homography estimation, Params (MB)=1.29, MACs (G)=23.432026.01 | 93.02 | 95.81 | 97.9 | 98.77 | |
| MCNetGroup=Homography estimation, Params (MB)=0.85, MACs (G)=4.562026.01 | 91.23 | 94.73 | 97.36 | 98.68 | |
| SIFT+LightGlueGroup=Image matching, Params (MB)=11.88, MACs (G)=38.512026.01 | 89.43 | 93.48 | 96.64 | 98.27 | |
| PRISEGroup=Homography estimation, Params (MB)=19.24, MACs (G)=55.252026.01 | 88.64 | 92.83 | 96.23 | 97.14 |