# Multimodal Question Answering on HR-Bench 8K

Source: [Multimodal Question Answering on HR-Bench 8K](<https://www.sota2.com/research/sota/multimodal-question-answering-on-hr-bench-8k>)

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

Data updated: 2026-03-10T10:07:23.037Z

Evaluation of model performance on the HR-Bench 8K dataset for Multimodal Question Answering capabilities, reporting Answer accuracy.

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 | Multimodal Question Answering |
| Dataset (including any stated split) | HR-Bench 8K |
| Metric | Answer Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Answer Accuracy](<https://www.sota2.com/research/sota/multimodal-question-answering-on-hr-bench-8k.md?metric=Answer%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Answer Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| HART-7B | 71.9 | Not recorded | 69a519822d603e6de3e3c99b |
| InternVL3-7B | 62 | Not recorded | 69a519822d603e6de3e3c99b |
| Qwen2.5-VL-7B | 61 | Not recorded | 69a519822d603e6de3e3c99b |
| LLaVA-OneVision-7B | 59.8 | Not recorded | 69a519822d603e6de3e3c99b |

### HART-7B

Answer Accuracy: 71.9. Result ID: 69afed506dbb7075b958d73c.

[Reporting paper](<https://www.sota2.com/research/paper/69a519822d603e6de3e3c99b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a519822d603e6de3e3c99b.md>)

Recorded evaluation configuration: {"Resolution":"5, 727 × 4, 430"}. This record does not assert independent reproduction.

### InternVL3-7B

Answer Accuracy: 62. Result ID: 69afed506dbb7075b958d73a.

[Reporting paper](<https://www.sota2.com/research/paper/69a519822d603e6de3e3c99b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fa5.md>)

Recorded evaluation configuration: {"Resolution":"5, 727 × 4, 430"}. This record does not assert independent reproduction.

### Qwen2.5-VL-7B

Answer Accuracy: 61. Result ID: 69afed506dbb7075b958d739.

[Reporting paper](<https://www.sota2.com/research/paper/69a519822d603e6de3e3c99b.md>)

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

Recorded evaluation configuration: {"Resolution":"5, 727 × 4, 430"}. This record does not assert independent reproduction.

### LLaVA-OneVision-7B

Answer Accuracy: 59.8. Result ID: 69afed506dbb7075b958d73b.

[Reporting paper](<https://www.sota2.com/research/paper/69a519822d603e6de3e3c99b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa756f1e209131cea67e58.md>)

[Implementation](<https://llava-vl.github.io/blog/llava-onevision>)

Recorded evaluation configuration: {"Resolution":"5, 727 × 4, 430"}. This record does not assert independent reproduction.

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