# Exoplanet Detection on HD216803 23°

Source: [Exoplanet Detection on HD216803 23°](<https://www.sota2.com/research/sota/exoplanet-detection-on-hd216803-23>)

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

Data updated: 2026-02-26T05:24:19.361Z

Evaluation of model performance for Exoplanet Detection using the HD216803 23° 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) | HD216803 23° |
| Metric | AUC |
| Unit | SCALAR |
| 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-hd216803-23.md?metric=AUC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| ExoMILD | 0.804 | Not recorded | 68fa49b01e209131ce938e71 |
| PACO | 0.768 | Not recorded | 68fa49b01e209131ce938e71 |
| ExoMILD | 0.74 | Not recorded | 68fa49b01e209131ce938e71 |
| MODEL&CO | 0.731 | Not recorded | 68fa49b01e209131ce938e71 |
| PCA | 0.696 | Not recorded | 68fa49b01e209131ce938e71 |
| PACO | 0.669 | Not recorded | 68fa49b01e209131ce938e71 |
| PCA | 0.643 | Not recorded | 68fa49b01e209131ce938e71 |
| cASDI | 0.537 | Not recorded | 68fa49b01e209131ce938e71 |
| cADI | 0.422 | Not recorded | 68fa49b01e209131ce938e71 |

### ExoMILD

AUC: 0.804. Result ID: 698b9fab7a967eddb7701f0c.

[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: 0.768. Result ID: 698b9fab7a967eddb7701f0b.

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

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

### ExoMILD

AUC: 0.74. Result ID: 698b9fab7a967eddb7701f08.

[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.

### MODEL&CO

AUC: 0.731. Result ID: 698b9fab7a967eddb7701f07.

[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.

### PCA

AUC: 0.696. Result ID: 698b9fab7a967eddb7701f0a.

[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.

### PACO

AUC: 0.669. Result ID: 698b9fab7a967eddb7701f06.

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

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

### PCA

AUC: 0.643. Result ID: 698b9fab7a967eddb7701f05.

[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: 0.537. Result ID: 698b9fab7a967eddb7701f09.

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

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

### cADI

AUC: 0.422. Result ID: 698b9fab7a967eddb7701f04.

[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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