# Phosphene appearance prediction on Electrode Location (patient-specific)

Source: [Phosphene appearance prediction on Electrode Location (patient-specific)](<https://www.sota2.com/research/sota/phosphene-appearance-prediction-on-electrode-location-patient-specific>)

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

Data updated: 2026-02-26T06:02:43.544Z

Evaluation of models for Phosphene appearance prediction using the patient-specific Electrode Location dataset, measured using metrics S1, S2, and S3.

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 | Phosphene appearance prediction |
| Dataset (including any stated split) | Electrode Location (patient-specific) |
| Metric | S1 Score |
| Unit | SCALAR |
| 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

- [S1 Score](<https://www.sota2.com/research/sota/phosphene-appearance-prediction-on-electrode-location-patient-specific.md?metric=S1%20Score>): Higher is better; unit: SCALAR.

- [S2 Score](<https://www.sota2.com/research/sota/phosphene-appearance-prediction-on-electrode-location-patient-specific.md?metric=S2%20Score>): Higher is better; unit: SCALAR.

- [S3 Score](<https://www.sota2.com/research/sota/phosphene-appearance-prediction-on-electrode-location-patient-specific.md?metric=S3%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | S1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| Nanduri et al. | 37.3 | Not recorded | 68fa5f521e209131ce9e902c |
| Beyeler et al. | 2.43 | Not recorded | 68fa5f521e209131ce9e902c |
| Granley et al. | 2.43 | Not recorded | 68fa5f521e209131ce9e902c |
| Proposed Phosphene Model | 0.28 | Not recorded | 68fa5f521e209131ce9e902c |

### Nanduri et al.

S1 Score: 37.3. Result ID: 698bc3357a967eddb7712e3e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f521e209131ce9e902c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Beyeler et al.

S1 Score: 2.43. Result ID: 698bc3357a967eddb7712e3f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f521e209131ce9e902c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Granley et al.

S1 Score: 2.43. Result ID: 698bc3357a967eddb7712e40.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f521e209131ce9e902c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Proposed Phosphene Model

S1 Score: 0.28. Result ID: 698bc3357a967eddb7712e41.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f521e209131ce9e902c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f521e209131ce9e902c.md>)

[Implementation](<https://github.com/bionicvisionlab/2023-NeurIPS-HILO>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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