Classification on MTEB English Classification subsets
65.12Average Classification ScoreGIST + TempScale
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GIST + TempScaleContext Window=512, Temperature Scaling=true2024.10 | 65.12 | 0.56 | |
| BGE + TempScaleContext Window=512, Temperature Scaling=true2024.10 | 64.91 | 0.19 | |
| BGEContext Window=512, Temperature Scaling=false2024.10 | 64.79 | — | |
| GISTContext Window=512, Temperature Scaling=false2024.10 | 64.75 | — | |
| E5 + TempScaleContext Window=4k, Temperature Scaling=true2024.10 | 62.15 | 0.7 | |
| E5Context Window=4k, Temperature Scaling=false2024.10 | 61.72 | — | |
| GTR + TempScaleContext Window=512, Temperature Scaling=true2024.10 | 55.59 | 0.88 | |
| ANCE + TempScaleContext Window=512, Temperature Scaling=true2024.10 | 55.44 | 0.29 | |
| ANCEContext Window=512, Temperature Scaling=false2024.10 | 55.27 | — | |
| GTRContext Window=512, Temperature Scaling=false2024.10 | 55.1 | — |