Table 3. Top-k Round-Trip Accuracy on the USPTO-50K Dataset and USPTO-MIT Dataseta.
top-k accuracy (%) |
||||
---|---|---|---|---|
dataset | model | K = 1 | 3 | 5 |
USPTO-50K | GLN(14) | 88.4 | 95.0 | 97.1 |
LocalRetro wo/GRA (this work) | 88.2 | 97.8 | 98.9 | |
LocalRetro (this work) | 89.5 | 97.9 | 99.2 | |
USPTO-MIT | LocalRetro wo/GRA (this work) | 85.7 | 95.7 | 97.3 |
LocalRetro (this work) | 87.0 | 95.9 | 97.4 |
The best top-k round-trip accuracy is highlighted with bold font.