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LLM Stats
TextVQA
TextVQA contains 45,336 questions on 28,408 images that require reasoning about text to answer. Introduced to benchmark VQA models' ability to read and reason about text within images, particularly for assistive technologies for visually impaired users. The dataset addresses the gap where existing VQA datasets had few text-based questions or were too small.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- multimodal
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 16
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Qwen2-VL-72B-Instruct | 0.855 | Not recorded | Not recorded | 2024-08-29 · model_announcement | LLM Stats |
| Qwen2.5 VL 7B Instruct | 0.849 | Not recorded | Not recorded | 2025-01-26 · model_announcement | LLM Stats |
| Qwen2.5-Omni-7B | 0.844 | Not recorded | Not recorded | 2025-03-27 · model_announcement | LLM Stats |
| LFM2.5-VL-3B | 0.843 | Not recorded | Not recorded | 2026-08-12 · model_announcement | LLM Stats |
| DeepSeek VL2 | 0.842 | Not recorded | Not recorded | 2024-12-13 · model_announcement | LLM Stats |
| DeepSeek VL2 Small | 0.834 | Not recorded | Not recorded | 2024-12-13 · model_announcement | LLM Stats |
| Nova Pro | 0.815 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| DeepSeek VL2 Tiny | 0.807 | Not recorded | Not recorded | 2024-12-13 · model_announcement | LLM Stats |
| Nova Lite | 0.802 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| Grok-1.5V | 0.781 | Not recorded | Not recorded | 2024-04-12 · model_announcement | LLM Stats |
| Phi-4-multimodal-instruct | 0.756 | Not recorded | Not recorded | 2025-02-01 · model_announcement | LLM Stats |
| Llama 3.2 90B Instruct | 0.735 | Not recorded | Not recorded | 2024-09-25 · model_announcement | LLM Stats |
| Phi-3.5-vision-instruct | 0.72 | Not recorded | Not recorded | 2024-08-23 · model_announcement | LLM Stats |
| Gemma 3 12B | 0.677 | Not recorded | Not recorded | 2025-03-12 · model_announcement | LLM Stats |
| Gemma 3 27B | 0.651 | Not recorded | Not recorded | 2025-03-12 · model_announcement | LLM Stats |
| Gemma 3 4B | 0.578 | Not recorded | Not recorded | 2025-03-12 · model_announcement | LLM Stats |