# Medical Visual Question Answering on SLAKE CT Low Dose 1.0 (test)

Source: [Medical Visual Question Answering on SLAKE CT Low Dose 1.0 (test)](<https://www.sota2.com/research/sota/medical-visual-question-answering-on-slake-ct-low-dose-1-0-test>)

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

Data updated: 2026-02-26T05:31:45.328Z

Evaluation of model performance on the test split of the SLAKE CT Low Dose 1.0 dataset for Medical Visual Question Answering, reporting Accuracy, ROUGE, BLEU, and Recall.

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 | Medical Visual Question Answering |
| Dataset (including any stated split) | SLAKE CT Low Dose 1.0 (test) |
| Metric | Accuracy |
| 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](<https://www.sota2.com/research/sota/medical-visual-question-answering-on-slake-ct-low-dose-1-0-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [ROUGE](<https://www.sota2.com/research/sota/medical-visual-question-answering-on-slake-ct-low-dose-1-0-test.md?metric=ROUGE>): Higher is better; unit: PERCENT.

- [BLEU](<https://www.sota2.com/research/sota/medical-visual-question-answering-on-slake-ct-low-dose-1-0-test.md?metric=BLEU>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/medical-visual-question-answering-on-slake-ct-low-dose-1-0-test.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SD | 69.7 | Not recorded | 69520ade53fdd5c36173d3d6 |
| IMC | 67.92 | Not recorded | 69520ade53fdd5c36173d3d6 |
| Base Model | 65.91 | Not recorded | 69520ade53fdd5c36173d3d6 |
| RoP | 65.91 | Not recorded | 69520ade53fdd5c36173d3d6 |
| VTI | 61.36 | Not recorded | 69520ade53fdd5c36173d3d6 |

### SD

Accuracy: 69.7. Result ID: 69980ad65698665ec4647121.

[Reporting paper](<https://www.sota2.com/research/paper/69520ade53fdd5c36173d3d6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77cd1e209131cea756d3.md>)

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

### IMC

Accuracy: 67.92. Result ID: 69980ad65698665ec4647123.

[Reporting paper](<https://www.sota2.com/research/paper/69520ade53fdd5c36173d3d6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69520ade53fdd5c36173d3d6.md>)

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

### Base Model

Accuracy: 65.91. Result ID: 69980ad65698665ec464711f.

[Reporting paper](<https://www.sota2.com/research/paper/69520ade53fdd5c36173d3d6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71d3c.md>)

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

### RoP

Accuracy: 65.91. Result ID: 69980ad65698665ec4647120.

[Reporting paper](<https://www.sota2.com/research/paper/69520ade53fdd5c36173d3d6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79131e209131cea7bfdb.md>)

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

### VTI

Accuracy: 61.36. Result ID: 69980ad65698665ec4647122.

[Reporting paper](<https://www.sota2.com/research/paper/69520ade53fdd5c36173d3d6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa754e1e209131cea66fd9.md>)

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

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