# General Visual Question Answering on RealWorldQA (avg)

Source: [General Visual Question Answering on RealWorldQA (avg)](<https://www.sota2.com/research/sota/general-visual-question-answering-on-realworldqa-avg>)

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

Data updated: 2026-02-26T06:03:47.598Z

Evaluation of model performance on the average results (or specific 'avg' split) of the RealWorldQA dataset for General 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 | General Visual Question Answering |
| Dataset (including any stated split) | RealWorldQA (avg) |
| Metric | Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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-realworldqa-avg.md?metric=Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Score | Result date | Report paper |
| --- | --- | --- | --- |
| InternVL2.5 | 0.787 | Not recorded | 68fa773a1e209131cea71d3c |
| Qwen2-VL | 0.778 | Not recorded | 68fa773a1e209131cea71d3c |
| Qwen2.5-VL | 0.757 | Not recorded | 68fa773a1e209131cea71d3c |
| GPT-4o 0513 | 0.754 | Not recorded | 68fa773a1e209131cea71d3c |
| Qwen2.5-VL | 0.685 | Not recorded | 68fa773a1e209131cea71d3c |
| Qwen2.5-VL | 0.654 | Not recorded | 68fa773a1e209131cea71d3c |
| Claude-3.5 Sonnet-0620 | 0.601 | Not recorded | 68fa773a1e209131cea71d3c |

### InternVL2.5

Score: 0.787. Result ID: 69947b3b3a6c3148491d8307.

[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-VL

Score: 0.778. Result ID: 69947b3b3a6c3148491d8308.

[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.

### Qwen2.5-VL

Score: 0.757. Result ID: 69947b3b3a6c3148491d8309.

[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.

### GPT-4o 0513

Score: 0.754. Result ID: 69947b3b3a6c3148491d8306.

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

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

### Qwen2.5-VL

Score: 0.685. Result ID: 69947b3b3a6c3148491d830a.

[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.

### Qwen2.5-VL

Score: 0.654. Result ID: 69947b3b3a6c3148491d830b.

[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":"3B"}. This record does not assert independent reproduction.

### Claude-3.5 Sonnet-0620

Score: 0.601. Result ID: 69947b3b3a6c3148491d8305.

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

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

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