# Exoplanet Detection on HD102647 2°

Source: [Exoplanet Detection on HD102647 2°](<https://www.sota2.com/research/sota/exoplanet-detection-on-hd102647-2>)

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

Data updated: 2026-02-26T05:24:19.440Z

Evaluation of Exoplanet Detection performance using the HD102647 2° 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) | HD102647 2° |
| 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-hd102647-2.md?metric=AUC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| ExoMILD | 74.4 | Not recorded | 68fa49b01e209131ce938e71 |
| PACO | 58.9 | Not recorded | 68fa49b01e209131ce938e71 |
| MODEL&CO | 55.4 | Not recorded | 68fa49b01e209131ce938e71 |
| ExoMILD | 51.8 | Not recorded | 68fa49b01e209131ce938e71 |
| cADI | 34.3 | Not recorded | 68fa49b01e209131ce938e71 |
| cASDI | 29.4 | Not recorded | 68fa49b01e209131ce938e71 |
| PCA | 23.6 | Not recorded | 68fa49b01e209131ce938e71 |
| PCA | 21.8 | Not recorded | 68fa49b01e209131ce938e71 |
| PACO | 20.7 | Not recorded | 68fa49b01e209131ce938e71 |

### ExoMILD

AUC: 74.4. Result ID: 698b9fab7a967eddb7701f27.

[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: 58.9. Result ID: 698b9fab7a967eddb7701f26.

[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: 55.4. Result ID: 698b9fab7a967eddb7701f22.

[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: 51.8. Result ID: 698b9fab7a967eddb7701f23.

[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.

### cADI

AUC: 34.3. Result ID: 698b9fab7a967eddb7701f1f.

[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.

### cASDI

AUC: 29.4. Result ID: 698b9fab7a967eddb7701f24.

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

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

### PCA

AUC: 23.6. Result ID: 698b9fab7a967eddb7701f25.

[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: 21.8. Result ID: 698b9fab7a967eddb7701f20.

[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.

### PACO

AUC: 20.7. Result ID: 698b9fab7a967eddb7701f21.

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

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

Page 1 of 1. This is an index page, not the full collection.