Text Embedding on MTEB (Quality and Efficiency)
67.8MTEB Quality ScoreSentence-BERT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Sentence-BERTHardware=AMD EPYC 77422025.10 | 67.8 | 440 | 45 | 120 | 2,500 | 1.8 | |
| TensorRT-BERTHardware=AMD EPYC 77422025.10 | 67.8 | 440 | 12 | 35 | 8,500 | 2.2 | |
| Quantized BERTHardware=AMD EPYC 77422025.10 | 65.8 | 110 | 15 | 40 | 7,200 | 0.5 | |
| GTE-tinyHardware=AMD EPYC 77422025.10 | 65.2 | 133 | 32 | 85 | 3,800 | 0.8 | |
| BGE-microHardware=AMD EPYC 77422025.10 | 64.3 | 98 | 25 | 68 | 4,500 | 0.6 | |
| SwiftEmbedHardware=AMD EPYC 77422025.10 | 60.6 | 32 | 1.12 | 5.04 | 50,000 | 0.2 | |
| FastTextHardware=AMD EPYC 77422025.10 | 50.4 | 2.5 | 8 | 15 | 15,000 | 0.1 | |
| GloVe-840BHardware=AMD EPYC 77422025.10 | 48.5 | 5.4 | 6 | 12 | 18,000 | 0.1 |