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ResearchFormerly WizWand

Information Retrieval on NFC

42.07nDCG@10text-embedding-ada-002
2.34212.65622.9733.284May 15, 2025
Updated 8mo ago

Evaluation results

MethodLinks
text-embedding-ada-002Dim.=1,536, Type=Dense2025.0542.07
AngIEDim.=1,024, Type=Dense2025.0538.65
ModernBERTembDim.=1,024, Type=Dense2025.0533.99
SBERTnewDim.=768, Type=Dense2025.0532.25
BM25Dim.=N/A, Type=Sparse2025.0532.08
LDIREncoder=AngIE, Dim.=200, Type=Dense2025.0527.06
LLM2VecDim.=4,096, Type=Dense2025.0526.29
LDIREncoder=SBERTnew, Dim.=500, Type=Dense2025.0526.06
LDIREncoder=SBERTnew, Dim.=200, Type=Dense2025.0525.35
LDIREncoder=AngIE, Dim.=500, Type=Dense2025.0524.67
Bag-of-WordsVocabulary=BERT, Dim.=28,996, Type=Sparse2025.0521.51
LDIREncoder=ModernBERTemb, Dim.=500, Type=Dense2025.0518.06
LDIREncoder=ModernBERTemb, Dim.=200, Type=Dense2025.0516.05
GloVeDim.=300, Type=Dense2025.0513.87
SimCSEsupDim.=768, Type=Dense2025.0512.42
SimCSEunsupDim.=768, Type=Dense2025.059.88
CQG-MBQADim.=9,614, Type=0/1 Emb.2025.059.74
BERTbaseDim.=768, Type=Dense2025.054.3
QAEmb-MBQADim.=10,654, Type=0/1 Emb.2025.053.87