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Paraphrase Detection on PAWS Wiki

86.8Accuracyall-mpnet-base-v2
43.74454.92266.177.278Nov 8, 2023Mar 31, 2024Aug 22, 2024Jan 13, 2025Jun 6, 2025Oct 28, 2025Mar 22, 2026
Updated 7mo ago

Evaluation results

MethodLinks
all-mpnet-base-v2Evaluation Protocol=STS+DSD, STS Threshold=0.63, DSD Threshold=8·10-32026.0386.8
all-MiniLM-L6-v2Evaluation Protocol=STS+DSD, STS Threshold=0.65, DSD Threshold=8·10-32026.0380.8
all-mpnet-base-v2Evaluation Protocol=STS, STS Threshold=0.632026.0379.5
all-MiniLM-L6-v2Evaluation Protocol=STS, STS Threshold=0.652026.0372
EBT-GRCModel Type=Sequence Encoder2023.1147.5
RIR-EBT-GRCModel Type=Sequence Encoder2023.1146.8
BBT-GRCModel Type=Sequence Encoder2023.1146.7
CRvNNModel Type=Sequence Encoder2023.1146.6
BT-GRCModel Type=Sequence Encoder2023.1146.4
BT-GRC OSModel Type=Sequence Encoder2023.1146.3
OMModel Type=Sequence Encoder2023.1145.6
RIR-GRCModel Type=Sequence Encoder2023.1145.4