| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Stable Diffusion-Prompts (SDP) 350 watermarked images | ZoDiac | TPR@1%FPR100 | 108 | 1mo ago | |
| Vicuna-7b 16k 50 samples v1.5 | RP4 | AUROC (Overall)0.986 | 94 | 1mo ago | |
| ImageNet 2014 (val) | Detection Rate (Level 1)100 | 66 | 1mo ago | ||
| Llama-2-7b-chat-hf 10 samples UMD watermarking (test) | RP1 | AUROC (t=0)1 | 64 | 1mo ago | |
| finance_qa | MC2MARK | Accuracy100 | 48 | 1mo ago | |
| longform_qa | MC2MARK | Accuracy100 | 48 | 1mo ago | |
| dolly_cw | MC2MARK | Accuracy100 | 48 | 1mo ago | |
| fake_news | MC2MARK | Accuracy100 | 48 | 1mo ago | |
| mmw story | MC2MARK | Accuracy100 | 48 | 1mo ago | |
| book_report | MC2MARK | Accuracy100 | 48 | 1mo ago | |
| Aya-23 8B 10 unsupported languages | STEAM | AUC0.974 | 40 | 23d ago | |
| C4 | TBW | TPR @ 1% FPR100 | 36 | 1mo ago | |
| ImageNet | GS. | Robustness - Scaling99.51 | 33 | 1mo ago | |
| GSM8K | He et al. | True Detection Rate (TD)100 | 30 | 1mo ago | |
| C4 OPT-6.7B | TBW | ROC-AUC100 | 26 | 1mo ago | |
| BOOKSUM | KGW | TP @ FP=1%100 | 24 | 1mo ago | |
| C4 | KGW | Detection Accuracy (No Attack)100 | 24 | 1mo ago | |
| c4 subset | MC2MARK | Accuracy100 | 24 | 1mo ago | |
| C4 subset | MC2MARK | Accuracy100 | 24 | 1mo ago | |
| Ten-exam benchmark 1.0 (test) | IS-v2 | Detection Score92.8 | 20 | 1mo ago | |
| C4 Gemma-7B | DiP | ROC-AUC1 | 18 | 1mo ago | |
| Stable Diffusion Avg-Removal 2.1 | ISTS | AUC99 | 16 | 9d ago | |
| Stable Diffusion Original 2-1 | Shallow Diffuse | AUC1 | 16 | 9d ago | |
| WebQA | AQUAacronym | Rank1.05 | 16 | 1mo ago | |
| MMQA | AQUAacronym | Rank1.03 | 16 | 1mo ago |
