Semantic Textual Similarity on LCQMC
0.6924Pearson CorrelationBGE(326M)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BGE(326M)#Data=100M, #Param.=326M2024.06 | 0.6924 | 0.7249 | |
| D2LLM-ft(7B)#Data=0.3M, #Param.=7B2024.06 | 0.6233 | 0.6475 | |
| LLM-ce(7B)2024.06 | 0.6224 | 0.7164 | |
| D2LLM(7B)#Data=0.3M, #Param.=7B2024.06 | 0.621 | 0.6589 | |
| LLM-ce-ft(7B)#Data=0.3M, #Param.=7B2024.06 | 0.6205 | 0.7147 | |
| LLaRRA(7B)#Data=0.3M, #Param.=7B2024.06 | 0.5698 | 0.5997 | |
| BGE-ft(326M)#Data=0.3M, #Param.=326M2024.06 | 0.5683 | 0.6531 | |
| Udever(7B)#Data=0.3M, #Param.=7B2024.06 | 0.5369 | 0.5819 | |
| RocketQAv2(326M)#Data=0.3M, #Param.=326M2024.06 | 0.5368 | 0.6089 | |
| SGPT(7B)#Data=0.3M, #Param.=7B2024.06 | 0.4715 | 0.4767 | |
| LLM-be(7B)2024.06 | 0.4484 | 0.4507 |