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ResearchFormerly WizWand

Claim Verification on ChartCheck

0.643Macro F1MEVER
0.399640.462820.5260.58918Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MEVEREvidence Setting=Gold2026.020.643
MEVEREvidence Setting=Retrieved2026.020.641
ChartGemmaEvidence Setting=Retrieved2026.020.639
ChartGemmaEvidence Setting=Gold2026.020.633
TransformerXH++Evidence Setting=Gold2026.020.632
TransformerXHEvidence Setting=Gold2026.020.629
MR2RetrievedEvidence Setting=Gold2026.020.627
TransformerXH++Evidence Setting=Retrieved2026.020.626
CCNEvidence Setting=Gold2026.020.626
CCNEvidence Setting=Retrieved2026.020.626
UniChartEvidence Setting=Gold2026.020.626
KGATEvidence Setting=Gold2026.020.624
CORRECTEvidence Setting=Gold2026.020.623
MR2RetrievedEvidence Setting=Retrieved2026.020.623
UniChartEvidence Setting=Retrieved2026.020.623
JustiLMEvidence Setting=Retrieved2026.020.623
TransformerXHEvidence Setting=Retrieved2026.020.62
MEVER w/o imagesEvidence Setting=Retrieved2026.020.619
RAVEvidence Setting=Gold2026.020.618
MEVER w/o imagesEvidence Setting=Gold2026.020.616
CORRECTEvidence Setting=Retrieved2026.020.615
CausalWalkEvidence Setting=Retrieved2026.020.613
ESCNetEvidence Setting=Retrieved2026.020.613
ECENetEvidence Setting=Retrieved2026.020.613
JustiLMEvidence Setting=Gold2026.020.613
ECENetEvidence Setting=Gold2026.020.609
ESCNetEvidence Setting=Gold2026.020.607
MultiKE-GATEvidence Setting=Retrieved2026.020.606
MultiKE-GATEvidence Setting=Gold2026.020.605
KGATEvidence Setting=Retrieved2026.020.604
CausalWalkEvidence Setting=Gold2026.020.604
RAVEvidence Setting=Retrieved2026.020.603
MochegModelEvidence Setting=Retrieved2026.020.578
MochegModelEvidence Setting=Gold2026.020.567
ChartBERTEvidence Setting=Gold2026.020.557
GPT-4oEvidence Setting=Retrieved2026.020.498
GPT-4oEvidence Setting=Gold2026.020.439
ChartBERTEvidence Setting=Retrieved2026.020.409