Semantic Textual Similarity on BQ
0.6001Pearson CorrelationBGE(326M)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BGE(326M)#Data=100M, #Param.=326M2024.06 | 0.6001 | 0.6224 | |
| LLM-ce-ft(7B)#Data=0.3M, #Param.=7B2024.06 | 0.5868 | 0.5991 | |
| D2LLM-ft(7B)#Data=0.3M, #Param.=7B2024.06 | 0.5589 | 0.5705 | |
| D2LLM(7B)#Data=0.3M, #Param.=7B2024.06 | 0.5487 | 0.5674 | |
| Udever(7B)#Data=0.3M, #Param.=7B2024.06 | 0.5389 | 0.5531 | |
| BGE-ft(326M)#Data=0.3M, #Param.=326M2024.06 | 0.5388 | 0.5982 | |
| LLaRRA(7B)#Data=0.3M, #Param.=7B2024.06 | 0.5233 | 0.5369 | |
| SGPT(7B)#Data=0.3M, #Param.=7B2024.06 | 0.5135 | 0.5241 | |
| LLM-ce(7B)2024.06 | 0.4432 | 0.477 | |
| RocketQAv2(326M)#Data=0.3M, #Param.=326M2024.06 | 0.3815 | 0.3962 | |
| LLM-be(7B)2024.06 | 0.3049 | 0.3007 |