| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Zhihu answers | Qwen SFT | BERTScore F199.07 | 65 | 5d ago | |
| Chinese Wikipedia n = 200 (test) | BERTScore F198.49 | 65 | 5d ago | ||
| BBC News | Hybrid-0.5 | BERTScore F198.73 | 25 | 5d ago | |
| BBC News (test) | Llama-3.2-3B-Instruct (SFT) | BERTScore F199.67 | 15 | 5d ago | |
| SST-2 | DAGER | ROUGE-L100 | 12 | 2mo ago | |
| CoLA | SOMP | ROUGE-L96.3 | 12 | 2mo ago | |
| IMDB | SOMP | ROUGE-L89.3 | 12 | 2mo ago | |
| STRinGS-360 | STRinGS | CER0.106 | 12 | 3mo ago | |
| DL3DV-10K | STRinGS | CER12.3 | 12 | 3mo ago | |
| TandT | STRinGS | CER9.9 | 12 | 3mo ago | |
| TokBench (val) | InsightTok | T-ACCs16.44 | 11 | 19d ago | |
| OpenWebText (val) | LaDiff | Perplexity (PPL)2.15 | 9 | 9d ago | |
| UDiffText | UM-Text | SeqAcc (ICDAR13 8ch)99 | 4 | 3mo ago | |
| pile | AIA | PPL1.65 | 3 | 3mo ago | |
| arxiv | AIA | PPL5.43 | 3 | 3mo ago | |
| openwebtext | AIA | Perplexity (PPL)3.09 | 3 | 3mo ago | |
| PIIs | AIA | Perplexity (PPL)3.73 | 3 | 3mo ago | |
| AGNEWS out-of-domain (test) | Transferable Embedding Inversion Attack | RougeL0.0984 | 2 | 3mo ago | |
| IMDB out-of-domain (test) | Transferable Embedding Inversion Attack | RougeL16.85 | 2 | 3mo ago | |
| QNLI out-of-domain (test) | Transferable Embedding Inversion Attack | RougeL18 | 2 | 3mo ago |
