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@@ -102,9 +102,6 @@ dataset = load_dataset("ByteDance-Seed/AInsteinBench")
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  msb_dataset = load_dataset("ByteDance-Seed/AInsteinBench", "msb_type")
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  et_dataset = load_dataset("ByteDance-Seed/AInsteinBench", "et_type")
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- # Load difficulty annotations
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- difficulty = load_dataset("ByteDance-Seed/AInsteinBench", "difficulty_tag")
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-
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  # Access samples
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  for sample in dataset['train']:
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  print(f"ID: {sample['question_id']}")
@@ -112,14 +109,6 @@ for sample in dataset['train']:
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  print(f"Task: {sample['description']}")
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  ```
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- ### Difficulty Tags
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-
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- The `difficulty_tag` subset provides difficulty annotations for each question with two metrics:
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- - **`engineeringDifficultyScore`** (1-5): Software engineering complexity
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- - **`semanticDepthScore`** (1-5): Domain-specific scientific knowledge required
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-
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- Match difficulty tags to questions using `repo` and `pr_number` fields.
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-
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  ### Evaluation
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  For evaluation scripts and detailed usage, please visit the [AInsteinBench GitHub repository](https://github.com/ByteDance-Seed/AInsteinBench).
 
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  msb_dataset = load_dataset("ByteDance-Seed/AInsteinBench", "msb_type")
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  et_dataset = load_dataset("ByteDance-Seed/AInsteinBench", "et_type")
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  # Access samples
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  for sample in dataset['train']:
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  print(f"ID: {sample['question_id']}")
 
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  print(f"Task: {sample['description']}")
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  ```
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  ### Evaluation
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  For evaluation scripts and detailed usage, please visit the [AInsteinBench GitHub repository](https://github.com/ByteDance-Seed/AInsteinBench).