Active Learning on WeChat (cold-start)
2.0157NLLHybrid
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HybridComplexity=O(1)2026.06 | 2.0157 | 0.4602 | |
| BALD-VBLLComplexity=O(1)2026.06 | 2.0162 | 0.462 | |
| Pure EpistemicComplexity=O(1), gamma=02026.06 | 2.0167 | 0.4618 | |
| Randomtraining samples=43% more2026.06 | 2.0176 | 0.4602 | |
| BALD-MCDComplexity=O(S), Stochastic Passes=252026.06 | 2.0195 | 0.4612 |