Paraphrase on Paraphrase dataset
0.2001BLEUFlowLM (FT)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowLM (FT)Type=Few-step, Steps=3, Training epoch=10000, Minimum Bayes Risk (MBR)=12026.04 | 0.2001 | 0.539 | 0.7809 | 0.9766 | |
| DiffuSeq (DPM-solver)Type=Few-step, Steps=10, Training epoch=34000, Minimum Bayes Risk (MBR)=12026.04 | 0.1991 | 0.558 | 0.7943 | 0.957 | |
| FlowLM (FT)Type=Few-step, Steps=5, Training epoch=10000, Minimum Bayes Risk (MBR)=12026.04 | 0.1942 | 0.5352 | 0.783 | 0.9764 | |
| FlowLM (FT)Type=Few-step, Steps=1, Training epoch=10000, Minimum Bayes Risk (MBR)=12026.04 | 0.1896 | 0.5404 | 0.757 | 0.9443 | |
| DiffuSeqType=Multi-step, Steps=2000, Training epoch=34000, Minimum Bayes Risk (MBR)=12026.04 | 0.188 | 0.5306 | 0.7918 | 0.9736 |