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ResearchFormerly WizWand

Information Retrieval on FQA

55nDCG@10text-embedding-ada-002
0.077614.336328.59542.8537May 15, 2025
Updated 8mo ago

Evaluation results

MethodLinks
text-embedding-ada-002Dim.=1,536, Type=Dense2025.0555
ModernBERTembDim.=1,024, Type=Dense2025.0545.18
AngIEDim.=1,024, Type=Dense2025.0544.84
SBERTnewDim.=768, Type=Dense2025.0537.27
LDIREncoder=AngIE, Dim.=500, Type=Dense2025.0533.34
LDIREncoder=AngIE, Dim.=200, Type=Dense2025.0530.86
LDIREncoder=SBERTnew, Dim.=500, Type=Dense2025.0530.52
LLM2VecDim.=4,096, Type=Dense2025.0528.56
LDIREncoder=ModernBERTemb, Dim.=500, Type=Dense2025.0526.34
LDIREncoder=SBERTnew, Dim.=200, Type=Dense2025.0525.94
BM25Dim.=N/A, Type=Sparse2025.0525.14
LDIREncoder=ModernBERTemb, Dim.=200, Type=Dense2025.0521.06
CQG-MBQADim.=9,614, Type=0/1 Emb.2025.0518.63
SimCSEsupDim.=768, Type=Dense2025.0510.41
GloVeDim.=300, Type=Dense2025.0510.09
SimCSEunsupDim.=768, Type=Dense2025.059.84
QAEmb-MBQADim.=10,654, Type=0/1 Emb.2025.058.23
Bag-of-WordsVocabulary=BERT, Dim.=28,996, Type=Sparse2025.053.99
BERTbaseDim.=768, Type=Dense2025.052.19