Homography Estimation on CAHomo (test)
0.31Average Error (AVG)DMHomo
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DMHomo2026.06 | 0.31 | 0.19 | 0.33 | 0.4 | 0.38 | 0.28 | |
| CamFlow2026.06 | 0.33 | 0.2 | 0.33 | 0.41 | 0.39 | 0.3 | |
| RealSH2026.06 | 0.34 | 0.22 | 0.35 | 0.44 | 0.42 | 0.29 | |
| HomoGAN2026.06 | 0.39 | 0.22 | 0.41 | 0.57 | 0.44 | 0.31 | |
| BasesHomo2026.06 | 0.5 | 0.29 | 0.54 | 0.65 | 0.61 | 0.41 | |
| SPSG + MAGSACRobust Estimator=MAGSAC2026.06 | 0.63 | 0.36 | 0.79 | 0.7 | 0.71 | 0.7 | |
| SPSG + RANSACRobust Estimator=RANSAC2026.06 | 0.71 | 0.41 | 0.87 | 0.72 | 0.8 | 0.75 | |
| CAHomo2026.06 | 0.88 | 0.73 | 1.01 | 1.03 | 0.92 | 0.7 | |
| SIFT + MAGSACRobust Estimator=MAGSAC2026.06 | 1.34 | 0.31 | 1.72 | 3.39 | 0.8 | 0.47 | |
| LoFTR + MAGSACRobust Estimator=MAGSAC2026.06 | 1.39 | 0.55 | 2.57 | 1.33 | 1.05 | 1.41 | |
| SIFT + RANSACRobust Estimator=RANSAC2026.06 | 1.41 | 0.3 | 1.34 | 4.03 | 0.81 | 0.57 | |
| LoFTR + RANSACRobust Estimator=RANSAC2026.06 | 1.44 | 0.56 | 2.7 | 1.36 | 1.05 | 1.52 | |
| ORB + RANSACRobust Estimator=RANSAC2026.06 | 1.48 | 0.85 | 2.59 | 1.67 | 1.1 | 1.24 | |
| ORB + MAGSACRobust Estimator=MAGSAC2026.06 | 1.69 | 0.97 | 3.34 | 1.58 | 1.15 | 1.4 | |
| DHN2026.06 | 2.87 | 1.51 | 4.48 | 2.76 | 2.62 | 3 | |
| LocalTrans2026.06 | 4.21 | 4.09 | 4.84 | 4.55 | 5.3 | 2.25 | |
| IHN2026.06 | 4.67 | 4.85 | 5.54 | 5.1 | 5.04 | 2.84 | |
| I3×32026.06 | 6.7 | 7.75 | 7.65 | 7.21 | 7.53 | 3.39 |