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ResearchFormerly WizWand

Paraphrase Generation on QQP (BLEU)

33BLEUTEncDM (ROBERTa)
19.27222.83626.429.964May 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TEncDM (ROBERTa)Model Type=C2025.0533
TEncDM (BERT)Model Type=C2025.0532.2
TEncDM (T5)Model Type=C2025.0532.2
NeoDiffModel Type=H, Beam Size=102025.0531.32
TransformerModel Type=AR, Beam Size=52025.0530.83
DifformerModel Type=C, Beam Size=102025.0530.43
TESSModel Type=C2025.0530.2
TransformerModel Type=AR, Beam Size=12025.0529.65
NeoDiffModel Type=H, Beam Size=12025.0529.47
DifformerModel Type=C, Beam Size=12025.0528.52
CMLMModel Type=D, Beam Size=102025.0526.32
Meta-DiffuB (De2)Model Type=C2025.0526.32
Meta-DiffuB (De1)Model Type=C2025.0525.52
SeqDiffuSeqModel Type=C, Beam Size=102025.0524.34
CMLMModel Type=D, Beam Size=12025.0524.02
AbsorbingModel Type=D, Beam Size=102025.0523.82
SeqDiffuSeqModel Type=C, Beam Size=12025.0523.28
Meta-DiffuB (De3)Model Type=C2025.0522.71
DiffuSeq-V2Model Type=H, Beam Size=12025.0522.1
MultinomialModel Type=D, Beam Size=102025.0520.7
GPT2-large FTModel Type=AR2025.0520.59
GPT2-base FTModel Type=AR2025.0519.8