# Image Registration on MGH10 (test)

Source: [Image Registration on MGH10 (test)](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test>)

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

Data updated: 2026-02-26T05:44:49.841Z

Evaluation of Image Registration performance on the test split of the MGH10 dataset, utilizing specific transformation and similarity metrics like FLIRT, AIR, Demons, and SyN.

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) | MGH10 (test) |
| Metric | FLIRT |
| 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](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=FLIRT>): Lower is better; unit: SCALAR.

- [AIR](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=AIR>): Lower is better; unit: SCALAR.

- [ANIMAL](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=ANIMAL>): Lower is better; unit: SCALAR.

- [ART](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=ART>): Lower is better; unit: SCALAR.

- [Demons](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=Demons>): Lower is better; unit: SCALAR.

- [FNIRT](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=FNIRT>): Lower is better; unit: SCALAR.

- [Fluid](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=Fluid>): Lower is better; unit: SCALAR.

- [SLICE Error](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=SLICE%20Error>): Lower is better; unit: SCALAR.

- [SyN](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=SyN>): Lower is better; unit: SCALAR.

- [SPM5 N8](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=SPM5%20N8>): Lower is better; unit: SCALAR.

- [SPM5 U](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=SPM5%20U>): Lower is better; unit: SCALAR.

- [SPM5 D](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=SPM5%20D>): Lower is better; unit: SCALAR.

- [LO](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=LO>): Lower is better; unit: SCALAR.

- [LP](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=LP>): Lower is better; unit: SCALAR.

- [LPC](<https://www.sota2.com/research/sota/image-registration-on-mgh10-test.md?metric=LPC>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FLIRT | Result date | Report paper |
| --- | --- | --- | --- |
| LP | 0.091 | Not recorded | 68fa637f1e209131ce9feeda |
| LPC | 0.098 | Not recorded | 68fa637f1e209131ce9feeda |
| LO | 0.104 | Not recorded | 68fa637f1e209131ce9feeda |

### LP

FLIRT: 0.091. Result ID: 698bf5b4f729bc7f68e6e73b.

[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: 0.098. Result ID: 698bf5b4f729bc7f68e6e73c.

[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: 0.104. Result ID: 698bf5b4f729bc7f68e6e73a.

[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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