# Jaundice Classification on Smartphone Jaundice Dataset (test)

Source: [Jaundice Classification on Smartphone Jaundice Dataset (test)](<https://www.sota2.com/research/sota/jaundice-classification-on-smartphone-jaundice-dataset-test>)

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

Data updated: 2026-06-23T07:34:06.964Z

Evaluation of Jaundice Classification performance on the test split of the Smartphone Jaundice Dataset, measured by Accuracy and Sensitivity.

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 | Jaundice Classification |
| Dataset (including any stated split) | Smartphone Jaundice Dataset (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/jaundice-classification-on-smartphone-jaundice-dataset-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Sensitivity](<https://www.sota2.com/research/sota/jaundice-classification-on-smartphone-jaundice-dataset-test.md?metric=Sensitivity>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| NeoJaundice-AI | 91.8 | Not recorded | 6a3a1307206542251d7c6f0e |
| Tayade et al. | 89.3 | Not recorded | 6a3a1307206542251d7c6f0e |
| Taylor et al. | 87 | Not recorded | 6a3a1307206542251d7c6f0e |
| BiliScreen | 82.1 | Not recorded | 6a3a1307206542251d7c6f0e |

### NeoJaundice-AI

Accuracy: 91.8. Result ID: 6a3a3544fbc373592c3408f4.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1307206542251d7c6f0e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a3a1307206542251d7c6f0e.md>)

Recorded evaluation configuration: {"Modality":"Skin+Sclera","Classes":"4+Reg.","Bil. Est.":"✓","Offline":"✓","India":"✓"}. This record does not assert independent reproduction.

### Tayade et al.

Accuracy: 89.3. Result ID: 6a3a3544fbc373592c3408f3.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1307206542251d7c6f0e.md>)

Recorded evaluation configuration: {"Modality":"Skin only","Classes":"2","Bil. Est.":"×","Offline":"×","India":"×"}. This record does not assert independent reproduction.

### Taylor et al.

Accuracy: 87. Result ID: 6a3a3544fbc373592c3408f2.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1307206542251d7c6f0e.md>)

Recorded evaluation configuration: {"Modality":"Skin only","Classes":"2","Bil. Est.":"×","Offline":"×","India":"×"}. This record does not assert independent reproduction.

### BiliScreen

Accuracy: 82.1. Result ID: 6a3a3544fbc373592c3408f1.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a1307206542251d7c6f0e.md>)

Recorded evaluation configuration: {"Modality":"Sclera only","Classes":"2","Bil. Est.":"×","Offline":"×","India":"×"}. This record does not assert independent reproduction.

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