# Wet-AMD Conversion Prediction on wet-AMD conversion prediction longitudinal OCT (test)

Source: [Wet-AMD Conversion Prediction on wet-AMD conversion prediction longitudinal OCT (test)](<https://www.sota2.com/research/sota/wet-amd-conversion-prediction-on-wet-amd-conversion-prediction-longitudinal-oct-test>)

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

Data updated: 2026-02-26T05:25:50.862Z

Evaluation of wet-AMD conversion prediction performance on the test split of the longitudinal OCT dataset, measured using AUROC and PRAUC.

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 | wet-AMD conversion prediction |
| Dataset (including any stated split) | wet-AMD conversion prediction longitudinal OCT (test) |
| Metric | AUROC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [AUROC](<https://www.sota2.com/research/sota/wet-amd-conversion-prediction-on-wet-amd-conversion-prediction-longitudinal-oct-test.md?metric=AUROC>): Higher is better; unit: PERCENT.

- [PRAUC](<https://www.sota2.com/research/sota/wet-amd-conversion-prediction-on-wet-amd-conversion-prediction-longitudinal-oct-test.md?metric=PRAUC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUROC | Result date | Report paper |
| --- | --- | --- | --- |
| VICReg\_TINC | 75.6 | Not recorded | 68fa6d851e209131cea3a5eb |
| VICReg w. two visits | 73.7 | Not recorded | 68fa6d851e209131cea3a5eb |
| Backbone | 71.3 | Not recorded | 68fa6d851e209131cea3a5eb |
| Barlow Twins w. two visits | 69.2 | Not recorded | 68fa6d851e209131cea3a5eb |
| AMDNet | 67.6 | Not recorded | 68fa6d851e209131cea3a5eb |

### VICReg\_TINC

AUROC: 75.6. Result ID: 698fa7963a6c314849fadc2f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5eb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5eb.md>)

Recorded evaluation configuration: {"Backbone":"ResNet50","Input scheme":"two visits","Evaluation protocol":"finetuning","Loss":"TINC"}. This record does not assert independent reproduction.

### VICReg w. two visits

AUROC: 73.7. Result ID: 698fa7963a6c314849fadc2e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5eb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bb91e209131cea2fe0f.md>)

Recorded evaluation configuration: {"Backbone":"ResNet50","Input scheme":"two visits","Evaluation protocol":"finetuning"}. This record does not assert independent reproduction.

### Backbone

AUROC: 71.3. Result ID: 698fa7963a6c314849fadc2b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5eb.md>)

Recorded evaluation configuration: {"Backbone":"ResNet50","Initialization":"random","Evaluation protocol":"training from scratch"}. This record does not assert independent reproduction.

### Barlow Twins w. two visits

AUROC: 69.2. Result ID: 698fa7963a6c314849fadc2d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5eb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f141e209131ce9e75ab.md>)

[Implementation](<https://github.com/facebookresearch/barlowtwins>)

Recorded evaluation configuration: {"Backbone":"ResNet50","Input scheme":"two visits","Evaluation protocol":"finetuning"}. This record does not assert independent reproduction.

### AMDNet

AUROC: 67.6. Result ID: 698fa7963a6c314849fadc2c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d851e209131cea3a5eb.md>)

Recorded evaluation configuration: {"Initialization":"random","Evaluation protocol":"training from scratch"}. This record does not assert independent reproduction.

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