| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LLM text 200 tokens | StealthInk | Perplexity7.2339 | 14 | 1mo ago | |
| LLaMA2-7B 300 tokens (test) | Gumbel-max (MirrorMark) | Perplexity7.0486 | 14 | 1mo ago | |
| LLM text generation 400 tokens, 36 bits | Gumbel-max (MirrorMark) | AUC1 | 12 | 1mo ago | |
| LLM text generation 400 tokens, 54 bits | StealthInk | Perplexity6.5893 | 7 | 1mo ago | |
| Copy-paste attack (400 tokens, 36 bits) epsilon=0.5 edit fraction 0.5 | Gumbel-max | AUC1 | 6 | 1mo ago | |
| Copy-paste attack 400 tokens, 36 bits edit fraction 0.3 (epsilon=0.3) | Gumbel-max | AUC100 | 6 | 1mo ago | |
| Copy-paste attack 400 tokens, 36 bits epsilon=0.1 edit fraction 0.1 | Gumbel-max | AUC1 | 6 | 1mo ago | |
| 400-token texts epsilon=0.4 (eval) | Gumbel-max | AUC1 | 6 | 1mo ago | |
| 400-token texts epsilon=0.2 (eval) | Gumbel-max | AUC100 | 6 | 1mo ago | |
| LFQA | StealthInk | Perplexity2.636 | 4 | 3d ago | |
| C4 | QuantileMark | Perplexity7.404 | 4 | 3d ago |
