| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Natural Questions (NQ) (test) | KGW | AUROC100 | 45 | 5d ago | |
| DiffusionDB | TPR @ 1% FPR (None)100 | 42 | 15d ago | ||
| LFQA | SRL | TPR (FPR < 10^-4)100 | 40 | 1mo ago | |
| C4 | SRL | TPR (FPR < 10^-4)100 | 40 | 1mo ago | |
| eli5-category (test) | PPL1.313 | 28 | 3mo ago | ||
| DCAE | Post-hoc pixel | FID10.72 | 18 | 3mo ago | |
| AMBER | KGW | AUC99.99 | 18 | 3mo ago | |
| Screen Camera (test) | TIACam | Bit Accuracy99.1 | 16 | 3mo ago | |
| SD v2.1 | TPR @ 10^-6 FPR100 | 14 | 2mo ago | ||
| SD v2.0 | TPR @ 10^-6 FPR100 | 14 | 2mo ago | ||
| SD v1.4 | TPR @ 10^-6 FPR100 | 14 | 2mo ago | ||
| OpenGen b=64 | MajorMark+ | BA99.06 | 12 | 22d ago | |
| OpenGen b=32 | MajorMark+ | Bit Accuracy (BA)100 | 12 | 22d ago | |
| Essays b=64 | MajorMark+ | BA99.69 | 12 | 22d ago | |
| Essays b=32 | MajorMark+ | Bit Accuracy100 | 12 | 22d ago | |
| CNN/DailyMail | Perplexity (PPL)2.6 | 7 | 1mo ago | ||
| C4 | PPL2.65 | 7 | 1mo ago | ||
| MultiNews | Simplex | Generation Metric Score25.86 | 6 | 21d ago | |
| Understanding | RG | Generation Metric33.83 | 6 | 21d ago | |
| Memorization | RG | Gen. Metric5.82 | 6 | 21d ago | |
| Longform | Simplex | Generation Metric21.9 | 6 | 21d ago | |
| 5,000 images (batch) | Stable Signature | Watermark Injection Time (ms)0 | 5 | 2mo ago | |
| SST2 (test) | WET | ACC93.07 | 4 | 3mo ago | |
| DCAE-generated images (val) | Post hoc pixel | PSNR43.48 | 3 | 3mo ago | |
| MIND (test) | EmbMarker | P-Value0.1103 | 1 | 3mo ago |
