# Visual Question Answering on SoccerNet VQA (test)

Source: [Visual Question Answering on SoccerNet VQA (test)](<https://www.sota2.com/research/sota/visual-question-answering-on-soccernet-vqa-test>)

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

Data updated: 2026-06-11T11:06:49.649Z

Evaluation of model performance on the test split of the SoccerNet VQA 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) | SoccerNet VQA (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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/visual-question-answering-on-soccernet-vqa-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| M-SUE | 91 | Not recorded | 6a2a4147d33dfb23e78394b9 |
| Qwen3-VL-32B | 78 | Not recorded | 6a2a4147d33dfb23e78394b9 |
| Qwen3.5-397B-A17B | 72 | Not recorded | 6a2a4147d33dfb23e78394b9 |
| Qwen3-VL-235B-A22B | 65 | Not recorded | 6a2a4147d33dfb23e78394b9 |
| InternVL3.5-241B-A28B | 64 | Not recorded | 6a2a4147d33dfb23e78394b9 |
| Qwen2.5-VL-32B | 63 | Not recorded | 6a2a4147d33dfb23e78394b9 |
| InternVL3.5-38B | 63 | Not recorded | 6a2a4147d33dfb23e78394b9 |
| Qwen3-VL-8B | 60 | Not recorded | 6a2a4147d33dfb23e78394b9 |
| Qwen2.5-VL-7B | 54 | Not recorded | 6a2a4147d33dfb23e78394b9 |

### M-SUE

Accuracy: 91. Result ID: 6a2a95e1fbc373592c28aca0.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

Recorded evaluation configuration: {"Type":"FT","Parameters":"32B"}. This record does not assert independent reproduction.

### Qwen3-VL-32B

Accuracy: 78. Result ID: 6a2a95e1fbc373592c28ac9c.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6927db54d6b0dd3342930f66.md>)

Recorded evaluation configuration: {"Type":"FT","Parameters":"32B"}. This record does not assert independent reproduction.

### Qwen3.5-397B-A17B

Accuracy: 72. Result ID: 6a2a95e1fbc373592c28ac9f.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

Recorded evaluation configuration: {"Type":"ZS","Parameters":"397B"}. This record does not assert independent reproduction.

### Qwen3-VL-235B-A22B

Accuracy: 65. Result ID: 6a2a95e1fbc373592c28ac9d.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6927db54d6b0dd3342930f66.md>)

Recorded evaluation configuration: {"Type":"ZS","Parameters":"235B"}. This record does not assert independent reproduction.

### InternVL3.5-241B-A28B

Accuracy: 64. Result ID: 6a2a95e1fbc373592c28ac9e.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7af01e209131cea85dc9.md>)

Recorded evaluation configuration: {"Type":"ZS","Parameters":"241B"}. This record does not assert independent reproduction.

### Qwen2.5-VL-32B

Accuracy: 63. Result ID: 6a2a95e1fbc373592c28ac99.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

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

Recorded evaluation configuration: {"Type":"FT","Parameters":"32B"}. This record does not assert independent reproduction.

### InternVL3.5-38B

Accuracy: 63. Result ID: 6a2a95e1fbc373592c28ac9a.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7af01e209131cea85dc9.md>)

Recorded evaluation configuration: {"Type":"FT","Parameters":"38B"}. This record does not assert independent reproduction.

### Qwen3-VL-8B

Accuracy: 60. Result ID: 6a2a95e1fbc373592c28ac9b.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6927db54d6b0dd3342930f66.md>)

Recorded evaluation configuration: {"Type":"FT","Parameters":"8B"}. This record does not assert independent reproduction.

### Qwen2.5-VL-7B

Accuracy: 54. Result ID: 6a2a95e1fbc373592c28ac98.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4147d33dfb23e78394b9.md>)

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

Recorded evaluation configuration: {"Type":"FT","Parameters":"7B"}. This record does not assert independent reproduction.

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