# Image Registration on LPBA40 (test)

Source: [Image Registration on LPBA40 (test)](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test>)

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

Data updated: 2026-02-26T05:44:49.854Z

Evaluation of Image Registration performance on the test split of the LPBA40 dataset, utilizing specific metrics related to registration accuracy and similarity.

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 | Image Registration |
| Dataset (including any stated split) | LPBA40 (test) |
| Metric | FLIRT Error |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 3 of 3 |
| 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

- [FLIRT Error](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=FLIRT%20Error>): Lower is better; unit: SCALAR.

- [AIR Error](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=AIR%20Error>): Lower is better; unit: SCALAR.

- [ANIMAL Error](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=ANIMAL%20Error>): Lower is better; unit: SCALAR.

- [ART Score](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=ART%20Score>): Lower is better; unit: SCALAR.

- [Demons Error](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=Demons%20Error>): Lower is better; unit: SCALAR.

- [FNIRT Error](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=FNIRT%20Error>): Lower is better; unit: SCALAR.

- [Fluid Error](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=Fluid%20Error>): Lower is better; unit: SCALAR.

- [SLICE Metric](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=SLICE%20Metric>): Lower is better; unit: SCALAR.

- [SyN Score](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=SyN%20Score>): Lower is better; unit: SCALAR.

- [SPM5N8 Score](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=SPM5N8%20Score>): Lower is better; unit: SCALAR.

- [SPM5U Score](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=SPM5U%20Score>): Lower is better; unit: SCALAR.

- [SPM5D Score](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=SPM5D%20Score>): Lower is better; unit: SCALAR.

- [LO Metric](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=LO%20Metric>): Lower is better; unit: OTHER.

- [LP Metric](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=LP%20Metric>): Lower is better; unit: SCALAR.

- [LPC Metric](<https://www.sota2.com/research/sota/image-registration-on-lpba40-test.md?metric=LPC%20Metric>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FLIRT Error | Result date | Report paper |
| --- | --- | --- | --- |
| LP | 0.102 | Not recorded | 68fa637f1e209131ce9feeda |
| LPC | 0.106 | Not recorded | 68fa637f1e209131ce9feeda |
| LO | 0.108 | Not recorded | 68fa637f1e209131ce9feeda |

### LP

FLIRT Error: 0.102. Result ID: 698bf5b4f729bc7f68e6e732.

[Reporting paper](<https://www.sota2.com/research/paper/68fa637f1e209131ce9feeda.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa637f1e209131ce9feeda.md>)

[Implementation](<https://github.com/rkwitt/quicksilver>)

Recorded evaluation configuration: {"Description":"Proposed prediction network"}. This record does not assert independent reproduction.

### LPC

FLIRT Error: 0.106. Result ID: 698bf5b4f729bc7f68e6e733.

[Reporting paper](<https://www.sota2.com/research/paper/68fa637f1e209131ce9feeda.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa637f1e209131ce9feeda.md>)

[Implementation](<https://github.com/rkwitt/quicksilver>)

Recorded evaluation configuration: {"Description":"Prediction+Correction network"}. This record does not assert independent reproduction.

### LO

FLIRT Error: 0.108. Result ID: 698bf5b4f729bc7f68e6e731.

[Reporting paper](<https://www.sota2.com/research/paper/68fa637f1e209131ce9feeda.md>)

Recorded evaluation configuration: {"Description":"LDDMM optimization"}. This record does not assert independent reproduction.

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