SOTAVerified

Fact Verification

Fact verification, also called "fact checking", is a process of verifying facts in natural text against a database of facts.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 216 papers

TitleStatusHype
Hierarchical Multi-head Attentive Network for Evidence-aware Fake News DetectionCode1
ChartCheck: Explainable Fact-Checking over Real-World Chart ImagesCode1
AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERTCode1
Explain and Predict, and then Predict AgainCode1
FactKG: Fact Verification via Reasoning on Knowledge GraphsCode1
Factual Confidence of LLMs: on Reliability and Robustness of Current EstimatorsCode1
Assessing the Limitations of Large Language Models in Clinical Fact DecompositionCode1
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured informationCode1
Evidence-based Factual Error CorrectionCode1
A Paragraph-level Multi-task Learning Model for Scientific Fact-VerificationCode1
Show:102550
← PrevPage 3 of 22Next →
All datasetsKILT: FEVERFEVERDanFEVER

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Re2GKILT-AC78.53—Unverified
2intersectKILT-AC71.28—Unverified
3WikipediaKILT-AC65.68—Unverified
4KGIKILT-AC64.41—Unverified
5Multitask DPR + BARTKILT-AC63.94—Unverified
6BERT + DPRKILT-AC58.58—Unverified
7RAGKILT-AC53.45—Unverified
8BART + DPRKILT-AC47.68—Unverified
9NSMNKILT-AC41.88—Unverified
10T5-baseKILT-AC0—Unverified
#ModelMetricClaimedVerifiedStatus
1ProoFVer-SBAccuracy79.47—Unverified
2DREAMAccuracy76.85—Unverified
3RoBERTa-Base Joint MSPP FlexibleAccuracy75.36—Unverified
4RoBERTa-Base Joint MSPPAccuracy74.39—Unverified
5KGATAccuracy74.1—Unverified
6RAGAccuracy72.5—Unverified
7GEARAccuracy71.6—Unverified
#ModelMetricClaimedVerifiedStatus
1DanFEVER XLM-RoBERTa LargeF10.9—Unverified