# Visual Question Answering on VQA Text (EM)

Source: [Visual Question Answering on VQA Text (EM)](<https://www.sota2.com/research/sota/visual-question-answering-on-vqa-text-em>)

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

Data updated: 2026-02-26T05:42:28.822Z

Evaluation of model performance on the VQA Text dataset for Visual Question Answering, reporting the Exact Match (EM) score.

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 | Visual Question Answering |
| Dataset (including any stated split) | VQA Text |
| Metric | Exact Match |
| 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

- [Exact Match](<https://www.sota2.com/research/sota/visual-question-answering-on-vqa-text-em.md?metric=Exact%20Match>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Exact Match | Result date | Report paper |
| --- | --- | --- | --- |
| Baseline | 79.65 | Not recorded | 6993f62a9ebc499c97409b88 |
| VisionSelector | 77.53 | Not recorded | 6993f62a9ebc499c97409b88 |
| IDPruner | 77.5 | Not recorded | 6993f62a9ebc499c97409b88 |
| DivPrune | 75 | Not recorded | 6993f62a9ebc499c97409b88 |
| IDPruner | 72.37 | Not recorded | 6993f62a9ebc499c97409b88 |

### Baseline

Exact Match: 79.65. Result ID: 699a74d65698665ec4fddc21.

[Reporting paper](<https://www.sota2.com/research/paper/6993f62a9ebc499c97409b88.md>)

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

### VisionSelector

Exact Match: 77.53. Result ID: 699a74d65698665ec4fddc24.

[Reporting paper](<https://www.sota2.com/research/paper/6993f62a9ebc499c97409b88.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d99d.md>)

Recorded evaluation configuration: {"Retain Tokens":"25%"}. This record does not assert independent reproduction.

### IDPruner

Exact Match: 77.5. Result ID: 699a74d65698665ec4fddc22.

[Reporting paper](<https://www.sota2.com/research/paper/6993f62a9ebc499c97409b88.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f62a9ebc499c97409b88.md>)

Recorded evaluation configuration: {"Retain Tokens":"25%"}. This record does not assert independent reproduction.

### DivPrune

Exact Match: 75. Result ID: 699a74d65698665ec4fddc25.

[Reporting paper](<https://www.sota2.com/research/paper/6993f62a9ebc499c97409b88.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77c41e209131cea7532a.md>)

Recorded evaluation configuration: {"Retain Tokens":"25%"}. This record does not assert independent reproduction.

### IDPruner

Exact Match: 72.37. Result ID: 699a74d65698665ec4fddc23.

[Reporting paper](<https://www.sota2.com/research/paper/6993f62a9ebc499c97409b88.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f62a9ebc499c97409b88.md>)

Recorded evaluation configuration: {"Retain Tokens":"10%"}. This record does not assert independent reproduction.

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