Table 3 Statistics of different vector databases in the function of their setup parameters.
From: Calculating semantic relatedness for biomedical use in a knowledge-poor environment
Variant | Threshold [%] | Vector size (mean) | Physical size | Composition |
|---|---|---|---|---|
T-GSP | 0.1 | 3.66 | 109 MB | Full articles |
T-GSP | 0.2 | 11.09 | 257 MB | Full articles |
T-GSP | 0.3 | 24.25 | 522 MB | Full articles |
T-GSP | 0.4 | 46.36 | 968 MB | Full articles |
T-GSP | 0.5 | 83.7 | 1.68 GB | Full articles |
T-GSP | 0.6 | 140.39 | 2.79 GB | Full articles |
T-GSP | 0.7 | 239.96 | 4.52 GB | Full articles |
T-GSP | 0.8 | 359.56 | 6.2 GB | Full articles |
T-GSP | 0.9 | 372.14 | 6.37 GB | Full articles |
No T-GSP | 0.05 | 38.31 | 852 MB | Full articles |
No T-GSP | 0.1 | 76.43 | 1.6 GB | Full articles |
No T-GSP | 0.15 | 114.09 | 2.36 GB | Full articles |
No T-GSP | 0.2 | 151.6 | 3.13 GB | Full articles |
No T-GSP | 0.25 | 189.29 | 3.89 GB | Full articles |
No T-GSP | 0.3 | 227.13 | 4.63 GB | Full articles |
No T-GSP | 0.35 | 264.92 | 5.31 GB | Full articles |
No T-GSP | 0.4 | 302.59 | 5,87 GB | Full articles |
T-GSP | 0.1 | 2.77 | 97 MB | Abstracts only |
T-GSP | 0.2 | 6.43 | 168 MB | Abstracts only |
T-GSP | 0.3 | 12.37 | 287 MB | Abstracts only |
T-GSP | 0.4 | 22.05 | 483 MB | Abstracts only |
T-GSP | 0.5 | 34.72 | 738 MB | Abstracts only |
T-GSP | 0.6 | 43.86 | 921 MB | Abstracts only |
T-GSP | 0.7 | 46.69 | 978 MB | Abstracts only |
T-GSP | 0.8 | 47 | 984 MB | Abstracts only |
T-GSP | 0.9 | 47.01 | 985 MB | Abstracts only |
No T-GSP | 0.05 | 4.9 | 147 MB | Abstracts only |
No T-GSP | 0.1 | 9.27 | 237 MB | Abstracts only |
No T-GSP | 0.15 | 13.69 | 327 MB | Abstracts only |
No T-GSP | 0.2 | 18 | 416 MB | Abstracts only |
No T-GSP | 0.25 | 22.37 | 506 MB | Abstracts only |
No T-GSP | 0.3 | 26.85 | 597 MB | Abstracts only |
No T-GSP | 0.35 | 31.28 | 688 MB | Abstracts only |
No T-GSP | 0.4 | 35.59 | 776 MB | Abstracts only |