Individual Re-identification on Hula painted frog 1.0 (Labeled set)
97.8Top-1 ID AccuracyALIKED + LightGlue
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ALIKED + LightGlueFeature extractor=ALIKED, Matcher=LightGlue, Running time (sec)=28,2372026.01 | 97.8 | 98.7 | 99.3 | 97.8 | 98.7 | 99.4 | 99.6 | |
| Two-stage pipelineRunning time (sec)=2,3072026.01 | 95.6 | 97 | 97.6 | 96.9 | 97.8 | 97.8 | — | |
| ALIKED + ClassicalFeature extractor=ALIKED, Matcher=Classical, Running time (sec)=4,3682026.01 | 86.7 | 92.4 | 94.6 | 86.7 | 92.1 | 96.7 | 97.4 | |
| SIFT + LightGlueFeature extractor=SIFT, Matcher=LightGlue, Running time (sec)=24,7042026.01 | 81 | 85.2 | 89.3 | 81 | 84.7 | 92.4 | 93.9 | |
| SIFT + ClassicalFeature extractor=SIFT, Matcher=Classical, Running time (sec)=8,4102026.01 | 45 | 56.6 | 68.1 | 45 | 56.5 | 79.3 | 86.3 | |
| MiewID-msv3Feature extractor=MiewID-msv3, Matcher=Cosine similarity, Running time (sec)=47.72026.01 | 8.7 | 19.4 | 36.2 | 8.7 | 17.2 | 51.8 | 60.1 | |
| MegaDescriptor-L-224Feature extractor=MegaDescriptor-L-224, Matcher=Cosine similarity, Running time (sec)=39.32026.01 | 3.9 | 11.3 | 27.3 | 3.9 | 9.2 | 43.4 | 59.8 |