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UVDoc paper deformation

0 datasets, 0 test cases. A method is ranked here when it has a result on every case of every one of them.

Read before comparing

  • Ranked apart: rendered document textures on measured geometry; archive licence not established.
  • 1 dataset of this kind is shown below and not ranked on the official board: its licence does not allow a public leaderboard. The research board (Research, above the ranking) ranks it too.

Ranking OfficialResearch

No method has a complete result on any dataset here yet.

1 place in that table, 1 is best2/10 cases done, not ranked yetn/a does not apply not run some cases failed

Under each dataset, the method's place in that dataset's table: 1 is best, the darker the better. The mean rank averages its places over the datasets.

The scores, dataset by dataset

Each score is followed by its change against no registration: green when the method did better, red when it did worse.

UVDoc, measured paper geometry with rendered document texture

10 pairs · ordered on TRE and SDlogJ research only
#MethodTRE pxChangeSDlogJ
1vismatch matchers · LoFTR11.73−357.780.020
2vismatch matchers · ALIKED + LightGlue9.94−359.580.021
2vismatch matchers · SIFT + LightGlue13.73−355.790.020
4vismatch matchers · DISK + LightGlue14.28−355.240.021
4vismatch matchers · RoMa12.40−357.120.021
6vismatch matchers · XFeat23.32−346.190.027
7greedy369.59+0.080.068
7NiftyReg368.98−0.540.185
No registration369.520.000