| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CIFAR10 (test) | Fine Pruning | ASR0 | 327 | 27d ago | |
| Tiny ImageNet | BppAttack | Accuracy87.48 | 196 | 6d ago | |
| GTSRB (test) | ABL | ASR0 | 127 | 3mo ago | |
| AgNews | MuScleLoRA | Attack Success Rate2.03 | 105 | 2mo ago | |
| CIFAR-10 | Attack Success Rate6,010 | 78 | 3mo ago | ||
| Average of four datasets (test) | Accuracy93.24 | 76 | 1mo ago | ||
| CIFAR-10 (test) | Clean Accuracy93.22 | 70 | 23d ago | ||
| SST-2 | CACC91.71 | 65 | 2mo ago | ||
| CIFAR-10 | DARE | Clean Accuracy99.9 | 64 | 1mo ago | |
| CIFAR10 (train) | ANP | ASR0.31 | 63 | 3mo ago | |
| CR | LoRA | Clean Accuracy (CA)94.32 | 54 | 3mo ago | |
| Tiny-ImageNet (test) | Accuracy100 | 47 | 3mo ago | ||
| MNLI (test) | DARE | Clean Accuracy91.8 | 44 | 1mo ago | |
| ImageNet-12 (test) | ASR100 | 40 | 3mo ago | ||
| OGB-arxiv | OD | Attack Success Rate (ASR)0 | 36 | 15d ago | |
| Flickr | ABL | ASR0 | 36 | 15d ago | |
| Pubmed | CoGBD | ASR0 | 36 | 15d ago | |
| Cora | CoGBD | ASR0 | 36 | 15d ago | |
| CIFAR-10 Blended v1 (test) | Clean Accuracy94.6 | 34 | 3mo ago | ||
| LLM Backdoor Defense (test) | BackFlush-RoPE | ASR0.73 | 30 | 20d ago | |
| BadEdit, VPI, BadChain, and EmbedX | Utility Accuracy93.5 | 28 | 1mo ago | ||
| AndroZoo 33% (test) | FST | C-Acc98.68 | 28 | 3mo ago | |
| EMBER default (test) | FST | Clean Accuracy99.9 | 28 | 3mo ago | |
| Short Prompt Dataset | PEPPER | ASR (CLIP)100 | 27 | 2mo ago | |
| GTSRB 1% poison rate (test) | Clean Accuracy98 | 27 | 3mo ago |
