Machine-generated text detection on electra cell v1
100Cp-TPRaxis-manipulating intervention
Evaluation results
| Method | Links | ||
|---|---|---|---|
| axis-manipulating interventionε=+0.7, Rank=rank-1, Timing=inference-time2026.05 | 100 | 0.2 | |
| INLPk=2, Rank=rank-2, Timing=training-time2026.05 | 100 | 5.1 | |
| INLPk=5, Optimization=best for RB, Context=RoBERTa cell2026.05 | 97.7 | 97.9 | |
| BinocularsBackbone=Falcon, Evaluation Protocol=cross-LM zero-shot, Dataset Reference=Cp_g2L_T072026.05 | 15.9 | — | |
| RLACERank=rank-1, Convergence=0/18 converged (4 configs)2026.05 | 0 | — |