Text Generation on C4
99.88TPR @ FPR=1%Unigram
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UnigramModel=LLama2, δ=2.02025.02 | 99.88 | 99.52 | 98.93 | 0 | |
| KGWModel=LLama2, δ=2.02025.02 | 99.34 | 98.79 | 97.79 | 0 | |
| MCMARKModel=LLama2, l=202025.02 | 98.96 | 98.38 | 97.69 | 0 | |
| UnigramModel=LLama2, δ=1.52025.02 | 98.94 | 97.54 | 96.13 | 0 | |
| UnigramModel=LLama2, δ=1.02025.02 | 96.99 | 92.59 | 88.08 | 0 | |
| KGWModel=LLama2, δ=1.52025.02 | 96.69 | 93.83 | 90.08 | 0 | |
| γ-reweightModel=LLama22025.02 | 89.17 | 81.79 | 75.83 | 0 | |
| EXP-editModel=LLama22025.02 | 89.01 | 86.35 | — | 0.0002 | |
| DiPmarkModel=LLama2, α=0.42025.02 | 87.66 | 78.77 | 71.77 | 0 | |
| KGWModel=LLama2, δ=1.02025.02 | 86.88 | 74.44 | 61.55 | 0 | |
| STA-1Model=LLama22025.02 | 84.93 | 71.58 | 57.76 | 0 | |
| DiPmarkModel=LLama2, α=0.32025.02 | 81.88 | 69.88 | 61.65 | 0 | |
| UnigramModel=LLama2, δ=0.52025.02 | 78.63 | 63.51 | 47.54 | 0.0002 | |
| ITS-editModel=LLama22025.02 | 61.77 | 54.49 | — | 0.0004 | |
| KGWModel=LLama2, δ=0.52025.02 | 38.78 | 19.16 | 10.2 | 0.0281 |