# Glaucoma progression prediction on GRAPE

Source: [Glaucoma progression prediction on GRAPE](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape>)

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

Data updated: 2026-06-09T10:24:14.835Z

Evaluation of Glaucoma progression prediction performance on the GRAPE dataset, reporting Accuracy (ACC) and Area Under the Curve (AUC) across various prediction horizons (PLR2, PLR3, MD).

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 | Glaucoma progression prediction |
| Dataset (including any stated split) | GRAPE |
| Metric | Accuracy (PLR2) |
| 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

- [Accuracy (PLR2)](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape.md?metric=Accuracy%20(PLR2)>): Higher is better; unit: PERCENT.

- [AUC (PLR2)](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape.md?metric=AUC%20(PLR2)>): Higher is better; unit: PERCENT.

- [Accuracy (PLR3)](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape.md?metric=Accuracy%20(PLR3)>): Higher is better; unit: PERCENT.

- [AUC (PLR3)](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape.md?metric=AUC%20(PLR3)>): Higher is better; unit: PERCENT.

- [Accuracy (MD)](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape.md?metric=Accuracy%20(MD)>): Higher is better; unit: PERCENT.

- [AUC (MD)](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape.md?metric=AUC%20(MD)>): Higher is better; unit: PERCENT.

- [Average Accuracy](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape.md?metric=Average%20Accuracy>): Higher is better; unit: PERCENT.

- [Average AUC](<https://www.sota2.com/research/sota/glaucoma-progression-prediction-on-grape.md?metric=Average%20AUC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (PLR2) | Result date | Report paper |
| --- | --- | --- | --- |
| DiffSight-Former | 81.18 | Not recorded | 6a279e5490966ade919bf9b6 |
| GLIM-Net | 80.09 | Not recorded | 6a279e5490966ade919bf9b6 |
| Uniformer | 78.1 | Not recorded | 6a279e5490966ade919bf9b6 |
| GRAPE | 78.05 | Not recorded | 6a279e5490966ade919bf9b6 |
| GRAPE\* | 75 | Not recorded | 6a279e5490966ade919bf9b6 |

### DiffSight-Former

Accuracy (PLR2): 81.18. Result ID: 6a27e973fbc373592c2553cd.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e5490966ade919bf9b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e5490966ade919bf9b6.md>)

Recorded evaluation configuration: {"Images Used":"first and second images"}. This record does not assert independent reproduction.

### GLIM-Net

Accuracy (PLR2): 80.09. Result ID: 6a27e973fbc373592c2553cc.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e5490966ade919bf9b6.md>)

Recorded evaluation configuration: {"Images Used":"first and second images"}. This record does not assert independent reproduction.

### Uniformer

Accuracy (PLR2): 78.1. Result ID: 6a27e973fbc373592c2553cb.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e5490966ade919bf9b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa755e1e209131cea678c1.md>)

[Implementation](<https://github.com/Sense-X/UniFormer>)

Recorded evaluation configuration: {"Images Used":"first and second images"}. This record does not assert independent reproduction.

### GRAPE

Accuracy (PLR2): 78.05. Result ID: 6a27e973fbc373592c2553ca.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e5490966ade919bf9b6.md>)

Recorded evaluation configuration: {"Images Used":"first and second images"}. This record does not assert independent reproduction.

### GRAPE\*

Accuracy (PLR2): 75. Result ID: 6a27e973fbc373592c2553c9.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e5490966ade919bf9b6.md>)

Recorded evaluation configuration: {"Images Used":"first image of each eye"}. This record does not assert independent reproduction.

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