Text Embedding on TR-MTEB macro-averaged
66.5Average Scoretext-embedding-3-small
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| text-embedding-3-smallRank=1/262026.05 | 66.5 | 78.1 | 69.5 | 62.1 | 70.8 | 57.2 | 91.6 | |
| ytu-ce-cosmos/turkish-e5-largeRank=2/262026.05 | 66 | 77 | 72.6 | 60.7 | 80 | 62.7 | 99.2 | |
| intfloat/multiling.-e5-large-instructRank=3/262026.05 | 65.9 | 76.1 | 73.7 | 62.1 | 81.2 | 63 | 99 | |
| embeddinggemma-300m (Teacher)Rank=4/262026.05 | 65.2 | 75.9 | 71.8 | 62.4 | 72.9 | 60.6 | 96.8 | |
| alibaba-NLP/gte-multiling.-baseRank=5/262026.05 | 64.4 | 75.2 | 67.8 | 60.4 | 80.7 | 66.7 | 98 | |
| embeddingmagibu-200mRank=7/262026.05 | 63.9 | 72.2 | 68.5 | 61.4 | 77.5 | 67.9 | 97 | |
| selmanbaysan/tr-emb-fine-tunedRank=8/262026.05 | 63.4 | 71.4 | 70.9 | 61.5 | 78.5 | 70.8 | 86.9 | |
| embeddingmagibu-152mRank=12/262026.05 | 60.2 | 71.3 | 65.5 | 61.6 | 71.8 | 55.6 | 90.1 | |
| trmteb/turkish-embedding-modelRank=14/262026.05 | 59.8 | 69.5 | 70.7 | 63.6 | 75.1 | 56.9 | 37.8 | |
| dbmdz/bert-base-turkish-uncasedRank=17/262026.05 | 49.5 | 53.6 | 70.1 | 60.7 | 56.8 | 52.4 | 7.1 | |
| KocLab-Bilkent/BERTurk-LegalRank=22/262026.05 | 39.3 | 24.6 | 64.8 | 59.1 | 42.3 | 49.5 | 1.6 |