# Feature Matching on Gerrard Hall

Source: [Feature Matching on Gerrard Hall](<https://www.sota2.com/research/sota/feature-matching-on-gerrard-hall>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-15T07:20:51.388Z

Evaluation of Feature Matching performance on the Gerrard Hall dataset, reporting Median Inlier Ratio.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Feature Matching |
| Dataset (including any stated split) | Gerrard Hall |
| Metric | Median Inlier Ratio |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Median Inlier Ratio](<https://www.sota2.com/research/sota/feature-matching-on-gerrard-hall.md?metric=Median%20Inlier%20Ratio>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Median Inlier Ratio | Result date | Report paper |
| --- | --- | --- | --- |
| AOM AV1 | 96 | Not recorded | 68fa7c4e1e209131cea8d762 |
| SIFT Sequential | 95 | Not recorded | 68fa7c4e1e209131cea8d762 |
| NVENC AV1 | 47 | Not recorded | 68fa7c4e1e209131cea8d762 |
| SIFT Exhaustive | 0 | Not recorded | 68fa7c4e1e209131cea8d762 |

### AOM AV1

Median Inlier Ratio: 96. Result ID: 6a06c94c47f34ce924edf6af.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c4e1e209131cea8d762.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c4e1e209131cea8d762.md>)

Recorded evaluation configuration: {"Implementation":"libaom software"}. This record does not assert independent reproduction.

### SIFT Sequential

Median Inlier Ratio: 95. Result ID: 6a06c94c47f34ce924edf6b0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c4e1e209131cea8d762.md>)

Recorded evaluation configuration: {"Matching Strategy":"Sequential"}. This record does not assert independent reproduction.

### NVENC AV1

Median Inlier Ratio: 47. Result ID: 6a06c94c47f34ce924edf6ae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c4e1e209131cea8d762.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c4e1e209131cea8d762.md>)

Recorded evaluation configuration: {"Implementation":"NVENC Hardware"}. This record does not assert independent reproduction.

### SIFT Exhaustive

Median Inlier Ratio: 0. Result ID: 6a06c94c47f34ce924edf6b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c4e1e209131cea8d762.md>)

Recorded evaluation configuration: {"Matching Strategy":"Exhaustive"}. This record does not assert independent reproduction.

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