Dense Text Embedding on MTEB v2 (test)
70.1Classification Scoregte-en-mlm-base
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| gte-en-mlm-baseFINETUNE Pool=Mean, EVAL Pool=Mean2026.01 | 70.1 | 40.9 | 83.3 | 44.5 | 44.9 | 75.9 | 30.4 | 58.3 | |
| gte-en-mlm-base + LMK poolingFINETUNE Pool=LMK, FINETUNE Gran.=256, EVAL Pool=LMK, EVAL Gran.=2562026.01 | 70 | 41.5 | 83.3 | 44.9 | 44.6 | 76.5 | 27.2 | 58.4 | |
| ModernBERT-base + LMK poolingFINETUNE Pool=LMK, FINETUNE Gran.=32, EVAL Pool=LMK, EVAL Gran.=322026.01 | 69.9 | 42.2 | 80.2 | 44.3 | 45.9 | 74.9 | 25.6 | 58.1 | |
| ModernBERT-base + LMK poolingFINETUNE Pool=LMK, FINETUNE Gran.=Variable, EVAL Pool=LMK, EVAL Gran.=1282026.01 | 69.9 | 42.5 | 80.5 | 44.1 | 45.1 | 75.2 | 25.7 | 58.1 | |
| ModernBERT-baseFINETUNE Pool=Mean, EVAL Pool=Mean2026.01 | 69.6 | 41.2 | 79.4 | 43.6 | 43.3 | 75.3 | 24.8 | 57.3 | |
| gte-en-mlm-baseFINETUNE Pool=CLS, EVAL Pool=CLS2026.01 | 69.5 | 41.6 | 83.3 | 44.8 | 44.7 | 77.1 | 27.6 | 58.5 | |
| ModernBERT-baseFINETUNE Pool=CLS, EVAL Pool=CLS2026.01 | 69.5 | 41.6 | 80.4 | 44.1 | 44.2 | 76 | 24.2 | 57.8 |