Retrieval on AIR-Bench English 24.04
65.5Wiki ScoreLENS-8000
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LENS-8000#Dims=8000, zero-shot=true2025.01 | 65.5 | 54.52 | 55.16 | 58.2 | 25.62 | 54.57 | 45.45 | 63 | 52.75 | |
| NV-Embed-v2#Dims=4096, zero-shot=true2025.01 | 65.19 | 52.58 | 53.13 | 59.56 | 25 | 53.04 | 48.94 | 60.8 | 52.28 | |
| BGE-en-ICL#Dims=4096, zero-shot=true2025.01 | 64.61 | 54.4 | 55.11 | 57.25 | 25.1 | 54.81 | 48.46 | 63.71 | 52.93 | |
| gte-Qwen2-7B-instruct#Dims=3584, zero-shot=true2025.01 | 63.46 | 51.2 | 54.07 | 54.2 | 22.31 | 58.2 | 40.27 | 58.39 | 50.26 | |
| SFR-Embedding-Mistral#Dims=4096, zero-shot=true2025.01 | 63.46 | 51.27 | 52.21 | 58.76 | 23.27 | 56.94 | 47.75 | 58.99 | 51.58 | |
| NV-Embed-v1#Dims=4096, zero-shot=true2025.01 | 62.84 | 50.42 | 51.46 | 58.53 | 20.65 | 49.89 | 46.1 | 60.27 | 50.02 | |
| LENS-4000#Dims=4000, zero-shot=true2025.01 | 62.6 | 52.06 | 52.49 | 57.23 | 24.08 | 48.87 | 43.78 | 61.17 | 50.28 | |
| stella_en_1.5B_v5#Dims=8192, zero-shot=true2025.01 | 61.99 | 50.88 | 53.87 | 58.81 | 23.22 | 57.26 | 44.81 | 61.38 | 51.53 | |
| E5-mistral-7b-instruct#Dims=4096, zero-shot=true2025.01 | 61.67 | 44.41 | 48.18 | 56.32 | 19.32 | 54.79 | 44.78 | 59.03 | 48.56 | |
| Linq-Embed-Mistral#Dims=4096, zero-shot=true2025.01 | 61.04 | 48.41 | 49.44 | 60.18 | 20.34 | 50.04 | 47.56 | 60.5 | 49.69 |