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README.md
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license: mit
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---
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## Quick Start with AutoModel
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For this image, ![](https://raw.githubusercontent.com/Q-Future/Q-Align/main/fig/singapore_flyer.jpg) start an AutoModel scorer with `transformers==4.
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```python
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import requests
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| *FAST-VQA (ECCV 2022)* | 0.876/0.877 | 0.779/0.814 | 0.859/0.855 | 0.721/0.724 |
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| Q-Align (VQA) | 0.883/0.882 | 0.797/0.830 | 0.865/0.877 | 0.780/0.782 |
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| Q-Align (IQA+VQA) | 0.885/0.883 | 0.802/0.829 | 0.867/0.880 | **0.781**/**0.787** |
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| **OneAlign** (IQA+IAA+VQA) | **0.886**/**0.886** | **0.803**/**0.837** | **0.876**/**0.888** | **0.781**/0.786|
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license: mit
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pipeline_tag: image-classification
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---
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## Quick Start with AutoModel
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For this image, ![](https://raw.githubusercontent.com/Q-Future/Q-Align/main/fig/singapore_flyer.jpg) start an AutoModel scorer with `transformers==4.36.1`:
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```python
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import requests
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| *FAST-VQA (ECCV 2022)* | 0.876/0.877 | 0.779/0.814 | 0.859/0.855 | 0.721/0.724 |
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| Q-Align (VQA) | 0.883/0.882 | 0.797/0.830 | 0.865/0.877 | 0.780/0.782 |
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| Q-Align (IQA+VQA) | 0.885/0.883 | 0.802/0.829 | 0.867/0.880 | **0.781**/**0.787** |
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| **OneAlign** (IQA+IAA+VQA) | **0.886**/**0.886** | **0.803**/**0.837** | **0.876**/**0.888** | **0.781**/0.786|
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