Unverified50% confidenceBenchmarkExact time
Dude's F1 score improves by up to 18.7%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/5/2026
First Seen
Valid until: 12/4/2026
Sources
Related Entities
Related Claims
UnverifiedCompared to baseline methods, Dude achieves improvements of up to 22.8% in recall and precision.62% similarUnverifiedThe F1 score is the harmonic mean of recall and precision.62% similarUnverifiedIn guided mode, the average end-to-end accuracy increased from 28.6% to 33.7%, and the ambiguity detection F1 score increased from 45.3% to 64.9%58% similarUnverifiedOCR's F1 score is 25.1% versus 11.57% for the general-purpose agent, with OCR scoring approximately 2.17× higher.58% similarUnverified训练完成后，Needle在30个测试样本上取得了96.7%的F1调用得分56% similar
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