Node Classification on Co-Physics (test)
89.2Macro-F1Biased Sampling Query Algorithm
Evaluation results
| Method | Links | |
|---|---|---|
| Biased Sampling Query Algorithmnumber of labeled nodes=402024.08 | 89.2 | |
| GPTnumber of labeled nodes=402024.08 | 88.9 | |
| Biased Sampling Query Algorithmnumber of labeled nodes=202024.08 | 86.8 | |
| GPTnumber of labeled nodes=202024.08 | 85.8 | |
| Biased Sampling Query Algorithmnumber of labeled nodes=102024.08 | 83.5 | |
| AGEnumber of labeled nodes=402024.08 | 82.4 | |
| Randomnumber of labeled nodes=402024.08 | 78.3 | |
| GPTnumber of labeled nodes=102024.08 | 75.8 | |
| AGEnumber of labeled nodes=202024.08 | 71 | |
| Randomnumber of labeled nodes=202024.08 | 66.9 | |
| AGEnumber of labeled nodes=102024.08 | 63.7 | |
| Randomnumber of labeled nodes=102024.08 | 58.3 |