# Visual Question Answering on D1

Source: [Visual Question Answering on D1](<https://www.sota2.com/research/sota/visual-question-answering-on-d1>)

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

Data updated: 2026-02-26T05:41:55.117Z

Evaluation of model performance on the D1 dataset for Visual Question Answering.

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) | D1 |
| Metric | Effective Answer Rate (C+P) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Effective Answer Rate (C+P)](<https://www.sota2.com/research/sota/visual-question-answering-on-d1.md?metric=Effective%20Answer%20Rate%20(C%2BP)>): Higher is better; unit: PERCENT.

- [Effective Answer Rate (Corrected Q35 FN)](<https://www.sota2.com/research/sota/visual-question-answering-on-d1.md?metric=Effective%20Answer%20Rate%20(Corrected%20Q35%20FN)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Effective Answer Rate (C+P) | Result date | Report paper |
| --- | --- | --- | --- |
| DVI | 50 | Not recorded | 6993f68e9ebc499c97409ed6 |
| Pre-ingest | 0 | Not recorded | 6993f68e9ebc499c97409ed6 |

### DVI

Effective Answer Rate (C+P): 50. Result ID: 699a92cb5698665ec41da3bf.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68e9ebc499c97409ed6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f68e9ebc499c97409ed6.md>)

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

### Pre-ingest

Effective Answer Rate (C+P): 0. Result ID: 699a92cb5698665ec41da3be.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68e9ebc499c97409ed6.md>)

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

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