# Glaucoma TD Progression forecasting on Harvard-GDP (test)

Source: [Glaucoma TD Progression forecasting on Harvard-GDP (test)](<https://www.sota2.com/research/sota/glaucoma-td-progression-forecasting-on-harvard-gdp-test>)

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

Data updated: 2026-02-26T05:26:46.205Z

Evaluation of Glaucoma TD Progression forecasting performance on the test split of the Harvard-GDP dataset, using metrics such as Accuracy (Acc) and 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 | Glaucoma TD Progression forecasting |
| Dataset (including any stated split) | Harvard-GDP (test) |
| Metric | Acc |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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

- [Acc](<https://www.sota2.com/research/sota/glaucoma-td-progression-forecasting-on-harvard-gdp-test.md?metric=Acc>): Higher is better; unit: PERCENT.

- [AUC](<https://www.sota2.com/research/sota/glaucoma-td-progression-forecasting-on-harvard-gdp-test.md?metric=AUC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Acc | Result date | Report paper |
| --- | --- | --- | --- |
| CLEAR | 91 | Not recorded | 697ae9bba2b28e761d87d158 |
| ConvNext | 81 | Not recorded | 697ae9bba2b28e761d87d158 |
| VGG | 80 | Not recorded | 697ae9bba2b28e761d87d158 |
| WideResNet | 79 | Not recorded | 697ae9bba2b28e761d87d158 |
| VGG | 78 | Not recorded | 697ae9bba2b28e761d87d158 |
| ResNext | 78 | Not recorded | 697ae9bba2b28e761d87d158 |
| EfficientNet | 78 | Not recorded | 697ae9bba2b28e761d87d158 |
| ResNext | 77 | Not recorded | 697ae9bba2b28e761d87d158 |
| WideResNet | 77 | Not recorded | 697ae9bba2b28e761d87d158 |
| ViT | 77 | Not recorded | 697ae9bba2b28e761d87d158 |
| Swin | 77 | Not recorded | 697ae9bba2b28e761d87d158 |
| ResNet | 75 | Not recorded | 697ae9bba2b28e761d87d158 |
| ResNet | 74 | Not recorded | 697ae9bba2b28e761d87d158 |
| ConvNext | 74 | Not recorded | 697ae9bba2b28e761d87d158 |
| EfficientNet | 73 | Not recorded | 697ae9bba2b28e761d87d158 |
| ViT | 73 | Not recorded | 697ae9bba2b28e761d87d158 |
| Swin | 71 | Not recorded | 697ae9bba2b28e761d87d158 |

### CLEAR

Acc: 91. Result ID: 69977f2f5698665ec4d3c753.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

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

### ConvNext

Acc: 81. Result ID: 69977f2f5698665ec4d3c74e.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### VGG

Acc: 80. Result ID: 69977f2f5698665ec4d3c744.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### WideResNet

Acc: 79. Result ID: 69977f2f5698665ec4d3c74a.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### VGG

Acc: 78. Result ID: 69977f2f5698665ec4d3c743.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### ResNext

Acc: 78. Result ID: 69977f2f5698665ec4d3c747.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### EfficientNet

Acc: 78. Result ID: 69977f2f5698665ec4d3c74c.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### ResNext

Acc: 77. Result ID: 69977f2f5698665ec4d3c748.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### WideResNet

Acc: 77. Result ID: 69977f2f5698665ec4d3c749.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### ViT

Acc: 77. Result ID: 69977f2f5698665ec4d3c750.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### Swin

Acc: 77. Result ID: 69977f2f5698665ec4d3c752.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### ResNet

Acc: 75. Result ID: 69977f2f5698665ec4d3c745.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### ResNet

Acc: 74. Result ID: 69977f2f5698665ec4d3c746.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### ConvNext

Acc: 74. Result ID: 69977f2f5698665ec4d3c74d.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### EfficientNet

Acc: 73. Result ID: 69977f2f5698665ec4d3c74b.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### ViT

Acc: 73. Result ID: 69977f2f5698665ec4d3c74f.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

### Swin

Acc: 71. Result ID: 69977f2f5698665ec4d3c751.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bba2b28e761d87d158.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70611e209131cea4abf3.md>)

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

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