Image Matching
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GIM-RoMa | Mean AUC@5° | 53.3 | — | Unverified |
| 2 | GIM-DKM | Mean AUC@5° | 51.2 | — | Unverified |
| 3 | RoMa | Mean AUC@5° | 48.8 | — | Unverified |
| 4 | DKM | Mean AUC@5° | 46.2 | — | Unverified |
| 5 | GIM-LoFTR | Mean AUC@5° | 39.1 | — | Unverified |
| 6 | GIM-LightGlue | Mean AUC@5° | 38.3 | — | Unverified |
| 7 | LoFTR | Mean AUC@5° | 33.1 | — | Unverified |
| 8 | RootSIFT | Mean AUC@5° | 31.8 | — | Unverified |
| 9 | LightGlue | Mean AUC@5° | 31.7 | — | Unverified |
| 10 | SuperGlue | Mean AUC@5° | 31.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Harris Corner | mean average accuracy @ 10 | 0.66 | — | Unverified |
| 2 | DISK | mean average accuracy @ 10 | 0.65 | — | Unverified |
| 3 | SuperGlue | mean average accuracy @ 10 | 0.65 | — | Unverified |
| 4 | DoG-AffNet-HardNet8 | mean average accuracy @ 10 | 0.64 | — | Unverified |
| 5 | Key.Net-SOSNet | mean average accuracy @ 10 | 0.6 | — | Unverified |
| 6 | RootSIFT | mean average accuracy @ 10 | 0.6 | — | Unverified |
| 7 | R2D2 | mean average accuracy @ 10 | 0.56 | — | Unverified |
| 8 | D2-Net (MS) | mean average accuracy @ 10 | 0.36 | — | Unverified |