# Exoplanet Detection on HD188228 6°

Source: [Exoplanet Detection on HD188228 6°](<https://www.sota2.com/research/sota/exoplanet-detection-on-hd188228-6>)

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

Data updated: 2026-02-26T05:24:19.414Z

Evaluation of Exoplanet Detection performance using the HD188228 6° dataset, reporting metrics such as AUC.

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 | Exoplanet Detection |
| Dataset (including any stated split) | HD188228 6° |
| Metric | AUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [AUC](<https://www.sota2.com/research/sota/exoplanet-detection-on-hd188228-6.md?metric=AUC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| ExoMILD | 78.2 | Not recorded | 68fa49b01e209131ce938e71 |
| PACO | 70 | Not recorded | 68fa49b01e209131ce938e71 |
| MODEL&CO | 63.8 | Not recorded | 68fa49b01e209131ce938e71 |
| ExoMILD | 63.1 | Not recorded | 68fa49b01e209131ce938e71 |
| PACO | 51.7 | Not recorded | 68fa49b01e209131ce938e71 |
| PCA | 39.8 | Not recorded | 68fa49b01e209131ce938e71 |
| PCA | 39.2 | Not recorded | 68fa49b01e209131ce938e71 |
| cASDI | 35.2 | Not recorded | 68fa49b01e209131ce938e71 |
| cADI | 30.3 | Not recorded | 68fa49b01e209131ce938e71 |

### ExoMILD

AUC: 78.2. Result ID: 698b9fab7a967eddb7701f1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

[Implementation](<https://github.com/theobdt/exomild>)

Recorded evaluation configuration: {"Modality":"ASDI"}. This record does not assert independent reproduction.

### PACO

AUC: 70. Result ID: 698b9fab7a967eddb7701f1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

Recorded evaluation configuration: {"Modality":"ASDI"}. This record does not assert independent reproduction.

### MODEL&CO

AUC: 63.8. Result ID: 698b9fab7a967eddb7701f19.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa480a1e209131ce92cadd.md>)

Recorded evaluation configuration: {"Modality":"ADI"}. This record does not assert independent reproduction.

### ExoMILD

AUC: 63.1. Result ID: 698b9fab7a967eddb7701f1a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

[Implementation](<https://github.com/theobdt/exomild>)

Recorded evaluation configuration: {"Modality":"ADI"}. This record does not assert independent reproduction.

### PACO

AUC: 51.7. Result ID: 698b9fab7a967eddb7701f18.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

Recorded evaluation configuration: {"Modality":"ADI"}. This record does not assert independent reproduction.

### PCA

AUC: 39.8. Result ID: 698b9fab7a967eddb7701f1c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa306c1e209131ce875411.md>)

Recorded evaluation configuration: {"Modality":"ASDI"}. This record does not assert independent reproduction.

### PCA

AUC: 39.2. Result ID: 698b9fab7a967eddb7701f17.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa306c1e209131ce875411.md>)

Recorded evaluation configuration: {"Modality":"ADI"}. This record does not assert independent reproduction.

### cASDI

AUC: 35.2. Result ID: 698b9fab7a967eddb7701f1b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

Recorded evaluation configuration: {"Modality":"ASDI"}. This record does not assert independent reproduction.

### cADI

AUC: 30.3. Result ID: 698b9fab7a967eddb7701f16.

[Reporting paper](<https://www.sota2.com/research/paper/68fa49b01e209131ce938e71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa28a32c2a3760193c935b.md>)

Recorded evaluation configuration: {"Modality":"ADI"}. This record does not assert independent reproduction.

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