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@@ -371,8 +371,8 @@ In this section, we give the full experiment results, wherein the metrics of **P
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  | | Llama-3.1-8B-Instruct | 32.75 | 40.50 | 34.87 | 32.51 | 82.06 | 37.87 | 35.70 | 54.77 | 36.14 | 43.02 |
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  | | Llama-3.3-70B-Instruct | 86.58 | 96.00 | 89.09 | 44.83 | 92.87 | 81.93 | 75.33 | 78.90 | 88.15 | 81.52 |
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/668e4eb2446c8736208e227a/a1uuSXVzxvOU89BkVCis_.png)
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- nce results on Wiki-MQA+(Web Dataset).
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  | Framework | Model | Wiki-MQA+ | | | | | | | | | |
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  |------------|------------------------|-----------|-------|-------|-------|-------|-------|-------|-------|-------|-------|
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  | | | Prec. | Rec. | F1 | R.L. | B.S. | Rel. | Eff. | Comp. | Pos. | Avg. |
 
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  | | Llama-3.1-8B-Instruct | 32.75 | 40.50 | 34.87 | 32.51 | 82.06 | 37.87 | 35.70 | 54.77 | 36.14 | 43.02 |
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  | | Llama-3.3-70B-Instruct | 86.58 | 96.00 | 89.09 | 44.83 | 92.87 | 81.93 | 75.33 | 78.90 | 88.15 | 81.52 |
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+
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+ ### Comprehensive performance results on Wiki-MQA+(Web Dataset).
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  | Framework | Model | Wiki-MQA+ | | | | | | | | | |
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  |------------|------------------------|-----------|-------|-------|-------|-------|-------|-------|-------|-------|-------|
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  | | | Prec. | Rec. | F1 | R.L. | B.S. | Rel. | Eff. | Comp. | Pos. | Avg. |