Sampling Diversity Analysis on Atoms from LLM research papers
761Unique ClustersRandom
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RandomSample size (n)=3002026.03 | 761 | 31 | 0.133 | 1.18 | 3.3 | |
| Alien samplerSample size (n)=3002026.03 | 710 | 28.9 | 0.176 | 1.27 | 4.7 | |
| Gemini 3 ProSample size (n)=3002026.03 | 264 | 10.7 | 0.577 | 3.41 | 30.3 | |
| Claude 4.5 OpusSample size (n)=3002026.03 | 198 | 8.1 | 0.593 | 4.55 | 35.2 |