Local Descriptor Matching on UBC trevi (test)
0.56FPR@95HN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HNK=16, alpha=1/42026.06 | 0.56 | — | |
| HardNet pretrainedN (entries)=500,0002026.06 | 0.62 | 1 | |
| HardNet (pretrained)HN=none2026.06 | 0.62 | — | |
| HN K=16, α=1/8K=16, alpha=1/8, N (entries)=500,000, Fine-tuning dataset=notredame2026.06 | 0.64 | 7.2 | |
| HNK=16, alpha=1/82026.06 | 0.64 | — | |
| HNK=16, alpha=1/162026.06 | 0.78 | — | |
| HNK=16, alpha=1/322026.06 | 0.89 | — | |
| HNK=16, alpha=02026.06 | 1.09 | — | |
| HNK=8, alpha=1/42026.06 | 1.64 | — | |
| HN K=8, α=1/8K=8, alpha=1/8, N (entries)=500,000, Fine-tuning dataset=notredame2026.06 | 2.7 | 10.1 | |
| HNK=8, alpha=1/82026.06 | 2.7 | — | |
| HNK=8, alpha=1/162026.06 | 3.39 | — | |
| HNK=8, alpha=1/322026.06 | 3.97 | — | |
| HNK=8, alpha=02026.06 | 4.47 | — | |
| SIFT2026.06 | 6.17 | — |