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Aria

Image-Text-to-Text
Transformers
Safetensors
English
aria
text-generation
multimodal
conversational
custom_code
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  | **Chart** | ChartQA | 86.4 | 81.8 | 83.4 | - | 85.4 |
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  | **Scene Text** | TextVQA | 81.1 | - | - | - | 78.7 |
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  | **General Visual QA** | MMBench-1.1 | 80.3 | - | - | 76.0 | - |
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- | **Video Understanding** | LongVideoBench | 66.6 | 47.4 | 45.7 | 58.8 | 62.4 |
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  | **Knowledge (Language)** | MMLU (5-shot) | 73.3 | 69.2 | 69.4 | - | 78.9 |
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  | **Math (Language)** | MATH | 50.8 | 48.1 | 51.9 | 70.2 | - |
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  | **Reasoning (Language)** | ARC Challenge | 91.0 | - | 83.4 | 96.4 | - |
 
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  | **Chart** | ChartQA | 86.4 | 81.8 | 83.4 | - | 85.4 |
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  | **Scene Text** | TextVQA | 81.1 | - | - | - | 78.7 |
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  | **General Visual QA** | MMBench-1.1 | 80.3 | - | - | 76.0 | - |
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+ | **Video Understanding** | LongVideoBench | 65.3 | 47.4 | 45.7 | 58.8 | 62.4 |
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  | **Knowledge (Language)** | MMLU (5-shot) | 73.3 | 69.2 | 69.4 | - | 78.9 |
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  | **Math (Language)** | MATH | 50.8 | 48.1 | 51.9 | 70.2 | - |
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  | **Reasoning (Language)** | ARC Challenge | 91.0 | - | 83.4 | 96.4 | - |