Paraphrase Generation on QQP (BLEU)
33BLEUTEncDM (ROBERTa)
Evaluation Results
| Method | Links | |
|---|---|---|
| TEncDM (ROBERTa)Model Type=C2025.05 | 33 | |
| TEncDM (BERT)Model Type=C2025.05 | 32.2 | |
| TEncDM (T5)Model Type=C2025.05 | 32.2 | |
| NeoDiffModel Type=H, Beam Size=102025.05 | 31.32 | |
| TransformerModel Type=AR, Beam Size=52025.05 | 30.83 | |
| DifformerModel Type=C, Beam Size=102025.05 | 30.43 | |
| TESSModel Type=C2025.05 | 30.2 | |
| TransformerModel Type=AR, Beam Size=12025.05 | 29.65 | |
| NeoDiffModel Type=H, Beam Size=12025.05 | 29.47 | |
| DifformerModel Type=C, Beam Size=12025.05 | 28.52 | |
| CMLMModel Type=D, Beam Size=102025.05 | 26.32 | |
| Meta-DiffuB (De2)Model Type=C2025.05 | 26.32 | |
| Meta-DiffuB (De1)Model Type=C2025.05 | 25.52 | |
| SeqDiffuSeqModel Type=C, Beam Size=102025.05 | 24.34 | |
| CMLMModel Type=D, Beam Size=12025.05 | 24.02 | |
| AbsorbingModel Type=D, Beam Size=102025.05 | 23.82 | |
| SeqDiffuSeqModel Type=C, Beam Size=12025.05 | 23.28 | |
| Meta-DiffuB (De3)Model Type=C2025.05 | 22.71 | |
| DiffuSeq-V2Model Type=H, Beam Size=12025.05 | 22.1 | |
| MultinomialModel Type=D, Beam Size=102025.05 | 20.7 | |
| GPT2-large FTModel Type=AR2025.05 | 20.59 | |
| GPT2-base FTModel Type=AR2025.05 | 19.8 |