Adversarial Attack on AdvBench (query-specific)
37MRGCG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GCGHardware=single NVIDIA V100 32GB GPU2024.05 | 37 | 33 | 6 | — | |
| GCG-LSGMHardware=single NVIDIA V100 32GB GPU2024.05 | 52 | 43 | 6 | — | |
| GCG-LILAHardware=single NVIDIA V100 32GB GPU2024.05 | 52 | 48 | 6 | — | |
| GCGHardware=single NVIDIA V100 32GB GPU2024.05 | 54 | 38 | 3 | — | |
| GCG*Top-k=256, Candidate set size=512, Hardware=single NVIDIA V100 32GB GPU2024.05 | 58 | 40 | 170 | — | |
| GCG*Top-k=256, Candidate set size=512, Hardware=single NVIDIA V100 32GB GPU2024.05 | 60 | 44 | 85 | — | |
| GCGHardware=single NVIDIA V100 32GB GPU2024.05 | 60 | 59 | — | 1,020 | |
| GCG-LSGM-LILAHardware=single NVIDIA V100 32GB GPU2024.05 | 62 | 52 | 6 | — | |
| GCG-LILAHardware=single NVIDIA V100 32GB GPU2024.05 | 65 | 61 | — | 1,020 | |
| GCG-LILAHardware=single NVIDIA V100 32GB GPU2024.05 | 70 | 59 | 3 | — | |
| GCG*Top-k=256, Candidate set size=512, Hardware=single NVIDIA V100 32GB GPU2024.05 | 70 | 61 | — | 3,000 | |
| GCG-LSGMHardware=single NVIDIA V100 32GB GPU2024.05 | 72 | 62 | 3 | — | |
| GCGHardware=single NVIDIA V100 32GB GPU2024.05 | 73 | 74 | — | 0.003 | |
| GCG-LSGMHardware=single NVIDIA V100 32GB GPU2024.05 | 75 | 64 | — | 1,020 | |
| GCG-LSGM-LILAHardware=single NVIDIA V100 32GB GPU2024.05 | 81 | 68 | — | 1,020 | |
| GCG-LILAHardware=single NVIDIA V100 32GB GPU2024.05 | 83 | 80 | — | 0.003 | |
| GCG-LSGM-LILAHardware=single NVIDIA V100 32GB GPU2024.05 | 87 | 68 | 3 | — | |
| GCG-LSGMHardware=single NVIDIA V100 32GB GPU2024.05 | 93 | 88 | — | 0.003 | |
| GCG-LSGM-LILAHardware=single NVIDIA V100 32GB GPU2024.05 | 94 | 93 | — | 0.003 | |
| GCG*Top-k=256, Candidate set size=512, Hardware=single NVIDIA V100 32GB GPU2024.05 | 95 | 92 | — | 0.085 |