1 datasets, 10 test pairs. A method is ranked here when it has a result on every pair of every one of them.
| # | Method | Mean rank | Serial sections, mouse prostate and liver (Kartasalo 2018) |
|---|---|---|---|
| 1 | vismatch matchers · ALIKED + LightGlueGPU | 3.001.0–6.0 | 1 |
| 1 | vismatch matchers · SIFT + LightGlueGPU | 3.001.0–6.0 | 1 |
| 3 | vismatch matchers · LoFTRGPU | 3.501.0–6.0 | 3 |
| 3 | vismatch matchers · RoMaGPU | 3.501.0–6.0 | 3 |
| 3 | vismatch matchers · XFeatGPU | 3.501.0–6.0 | 3 |
| 6 | vismatch matchers · DISK + LightGlueGPU | 4.501.0–6.0 | 6 |
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.
Each score is followed by its change against no registration: green when the method did better, red when it did worse.
| # | Method | TRE µm | Change | SDlogJ |
|---|---|---|---|---|
| 1 | vismatch matchers · ALIKED + LightGlue | 38.11 | −29.70 | 0.008 |
| 1 | vismatch matchers · SIFT + LightGlue | 35.51 | −32.29 | 0.013 |
| 3 | vismatch matchers · LoFTR | 42.40 | −25.40 | 0.006 |
| 3 | vismatch matchers · RoMa | 40.67 | −27.13 | 0.008 |
| 3 | vismatch matchers · XFeat | 33.53 | −34.27 | 0.020 |
| 6 | vismatch matchers · DISK + LightGlue | 39.34 | −28.46 | 0.014 |
| No registration | 67.80 | 0.000 |
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