Continual Factual Knowledge Acquisition on WikiBio Continual
35.5Soft Token AccuracyNaive
Evaluation results
| Method | Links | |
|---|---|---|
| NaiveBackbone=Qwen2.52026.05 | 35.5 | |
| STOCBackbone=Qwen2.5, alpha=0.52026.05 | 35.46 | |
| LAMOLBackbone=Qwen2.5, alpha=0.82026.05 | 34.64 | |
| LAMOLBackbone=Qwen2.5, alpha=0.52026.05 | 34.49 | |
| STOCBackbone=Qwen2.5, alpha=0.82026.05 | 33.16 | |
| NaiveBackbone=Pythia2026.05 | 32.21 | |
| STOCBackbone=Pythia, alpha=0.82026.05 | 31.88 | |
| LAMOLBackbone=Pythia, alpha=0.82026.05 | 31.54 | |
| LAMOLBackbone=Pythia, alpha=0.52026.05 | 31.33 | |
| STOCBackbone=Pythia, alpha=0.52026.05 | 28.05 |