AI Text Detection on electra v1 (representative cell)
100Cp TPRSigned-ε rank-1 intervention
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Signed-ε rank-1 interventionepsilon (ε)=+0.7, rank=1, Intervention Stage=inference-time2026.05 | 100 | 0.2 | |
| INLPrank (k)=2, Intervention Stage=training-time2026.05 | 100 | 5.1 | |
| INLPrank (k)=5, Context=RoBERTa cell, Note=INLP’s optimum2026.05 | 97.7 | 97.9 | |
| Binoculars (Falcon)mode=cross-LM zero-shot, config=Cp_g2L_T072026.05 | 15.9 | — | |
| RLACErank=1, convergence=0/18 converged2026.05 | 0 | — |