Knowledge Detection on Athletes Known vs. Fabricated
1AUROCProbe
Evaluation results
| Method | Links | |
|---|---|---|
| ProbeModel=4.5B, Evaluation Protocol=Supervised (5-fold CV), Upper Bound=true2026.07 | 1 | |
| ProbeModel=11B, Evaluation Protocol=Supervised (5-fold CV), Upper Bound=true2026.07 | 0.997 | |
| ProbeModel=1.5B, Evaluation Protocol=Supervised (5-fold CV), Upper Bound=true2026.07 | 0.991 | |
| ProbeModel=7B (Minitron), Evaluation Protocol=Supervised (5-fold CV), Upper Bound=true2026.07 | 0.99 | |
| Activation Dispersion (IPR)Model=4.5B, Evaluation Protocol=Unsupervised, Single forward pass=true2026.07 | 0.984 | |
| Activation Dispersion (Spectral entropy)Model=4.5B, Evaluation Protocol=Unsupervised, Single forward pass=true2026.07 | 0.984 | |
| Activation Dispersion (IPR)Model=11B, Evaluation Protocol=Unsupervised, Single forward pass=true2026.07 | 0.972 | |
| Activation Dispersion (Spectral entropy)Model=7B (Minitron), Evaluation Protocol=Unsupervised, Single forward pass=true2026.07 | 0.957 | |
| Activation Dispersion (Spectral entropy)Model=1.5B, Evaluation Protocol=Unsupervised, Single forward pass=true2026.07 | 0.946 | |
| Activation Dispersion (IPR)Model=1.5B, Evaluation Protocol=Unsupervised, Single forward pass=true2026.07 | 0.936 | |
| Activation Dispersion (IPR)Model=7B (Minitron), Evaluation Protocol=Unsupervised, Single forward pass=true2026.07 | 0.914 | |
| Activation Dispersion (Spectral entropy)Model=11B, Evaluation Protocol=Unsupervised, Single forward pass=true2026.07 | 0.896 |