SOTAVerified

Fact Checking

Papers

Showing 1120 of 669 papers

TitleStatusHype
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual CheckingCode2
FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain ScenariosCode2
RETA-LLM: A Retrieval-Augmented Large Language Model ToolkitCode2
Multimodal Automated Fact-Checking: A SurveyCode2
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language ModelsCode2
Atlas: Few-shot Learning with Retrieval Augmented Language ModelsCode2
SGPT: GPT Sentence Embeddings for Semantic SearchCode2
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and TransferabilityCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.78Unverified
2SGPT-BE-5.8BnDCG@100.75Unverified
3BM25+CEnDCG@100.69Unverified
4SGPT-CE-6.1BnDCG@100.68Unverified
5ColBERTnDCG@100.67Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BnDCG@100.31Unverified
2monoT5-3BnDCG@100.28Unverified
3BM25+CEnDCG@100.25Unverified
4SGPT-CE-6.1BnDCG@100.16Unverified
#ModelMetricClaimedVerifiedStatus
1monoT5-3BnDCG@100.85Unverified
2BM25+CEnDCG@100.82Unverified
3SGPT-BE-5.8BnDCG@100.78Unverified
4SGPT-CE-6.1BnDCG@100.73Unverified
#ModelMetricClaimedVerifiedStatus
1HerOQuestion Only score0.48Unverified
2CTU AICQuestion Only score0.46Unverified
3InFactQuestion Only score0.45Unverified
#ModelMetricClaimedVerifiedStatus
1Abc0..5sec2Unverified
#ModelMetricClaimedVerifiedStatus
1MA-CINPrecision0.26Unverified
#ModelMetricClaimedVerifiedStatus
1FDHNAccuracy (Test)0.7Unverified