| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Smart Contract Audit Dataset | Ours (rsLoRA + Voting) | Precision61.97 | 20 | 1mo ago | |
| ToxCMM | ToxVidLM | F1 Score86.84 | 18 | 5mo ago | |
| DDR → FGADR target (test) | Ours | Accuracy47 | 7 | 3mo ago | |
| LIMUC Private (test) | MME | Accuracy61.3 | 7 | 3mo ago |