# General Visual Question Answering on MME-RealWorld en

Source: [General Visual Question Answering on MME-RealWorld en](<https://www.sota2.com/research/sota/general-visual-question-answering-on-mme-realworld-en>)

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

Data updated: 2026-02-26T06:03:47.615Z

Evaluation of model performance on the MME-RealWorld English dataset for General Visual Question Answering tasks, typically measured by 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 | General Visual Question Answering |
| Dataset (including any stated split) | MME-RealWorld en |
| Metric | Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Score](<https://www.sota2.com/research/sota/general-visual-question-answering-on-mme-realworld-en.md?metric=Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Score | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen2-VL | 63.2 | Not recorded | 68fa773a1e209131cea71d3c |
| InternVL2.5 | 62.9 | Not recorded | 68fa773a1e209131cea71d3c |
| Qwen2.5-VL | 57.4 | Not recorded | 68fa773a1e209131cea71d3c |
| Qwen2.5-VL | 53.1 | Not recorded | 68fa773a1e209131cea71d3c |
| Claude-3.5 Sonnet-0620 | 51.6 | Not recorded | 68fa773a1e209131cea71d3c |
| GPT-4o 0513 | 45.2 | Not recorded | 68fa773a1e209131cea71d3c |

### Qwen2-VL

Score: 63.2. Result ID: 69947b3b3a6c3148491d830f.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa75151e209131cea65976.md>)

[Implementation](<https://github.com/QwenLM/Qwen2-VL>)

Recorded evaluation configuration: {"Number of Parameters":"72B"}. This record does not assert independent reproduction.

### InternVL2.5

Score: 62.9. Result ID: 69947b3b3a6c3148491d830e.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bab1e209131cea89c7f.md>)

[Implementation](<https://github.com/OpenGVLab/InternVL>)

Recorded evaluation configuration: {"Number of Parameters":"78B"}. This record does not assert independent reproduction.

### Qwen2.5-VL

Score: 57.4. Result ID: 69947b3b3a6c3148491d8310.

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

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

Recorded evaluation configuration: {"Number of Parameters":"72B"}. This record does not assert independent reproduction.

### Qwen2.5-VL

Score: 53.1. Result ID: 69947b3b3a6c3148491d8311.

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

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

Recorded evaluation configuration: {"Number of Parameters":"7B"}. This record does not assert independent reproduction.

### Claude-3.5 Sonnet-0620

Score: 51.6. Result ID: 69947b3b3a6c3148491d830c.

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

Recorded evaluation configuration: {"Model Version":"0620"}. This record does not assert independent reproduction.

### GPT-4o 0513

Score: 45.2. Result ID: 69947b3b3a6c3148491d830d.

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

Recorded evaluation configuration: {"Model Version":"0513"}. This record does not assert independent reproduction.

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