Unverified50% confidenceBenchmarkExact time
When no article is provided at all, Fiorillo v0.5's macro-F1 drops sharply to 0.4384, indicating that the model relies on the body text.
1
Sources
50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedProviding only the title raises Fiorillo v0.5's F1 by 0.0939, suggesting there may be some degree of answer leakage from the title.78% similarUnverifiedCohen's kappa reaches 0.964 on boundary-matched spans, but drops sharply to a macro F1 of 0.753 after incorporating missed entities, boundary errors, and label corrections.68% similarUnverifiedAccording to the MedViT paper, the model achieved a Macro F1 score of 0.7791 on ChestX-ray1465% similarUnverifiedOn the held-out test set, FakeSpotter achieved a macro F1 score of 0.788 for short texts and 0.793 for long texts.65% similarUnverifiedThe stopword-removal-only configuration can achieve a token reduction of 29.6% while maintaining a BERTScore-F1 of 0.91364% similar
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