Image Classification on CIFAR-10 (Accuracy and Average Accuracy)
88.41AccuracyAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ARDefense=ISS, JPEG Quality=302026.03 | 88.41 | — | |
| CleanDefense=ISS, JPEG Quality=302026.03 | 88.17 | — | |
| GUEDefense=ISS, JPEG Quality=302026.03 | 88.06 | — | |
| ARDefense=ISS, JPEG Quality=202026.03 | 86.68 | — | |
| CleanDefense=ISS, JPEG Quality=202026.03 | 86.57 | — | |
| GUEDefense=ISS, JPEG Quality=202026.03 | 86.46 | — | |
| TUEDefense=ISS, JPEG Quality=302026.03 | 86.38 | — | |
| EMDefense=ISS, JPEG Quality=302026.03 | 86.3 | — | |
| TUEDefense=ISS, JPEG Quality=202026.03 | 85.88 | — | |
| EMDefense=ISS, JPEG Quality=202026.03 | 85.67 | — | |
| CleanDefense=ISS, JPEG Quality=152026.03 | 85.41 | — | |
| ARDefense=ISS, JPEG Quality=152026.03 | 85.39 | — | |
| GUEDefense=ISS, JPEG Quality=152026.03 | 85.39 | — | |
| MI-UEDefense=ISS, JPEG Quality=202026.03 | 85.26 | — | |
| REMDefense=ISS, JPEG Quality=302026.03 | 85.24 | — | |
| TUEDefense=ISS, JPEG Quality=152026.03 | 85.12 | — | |
| MI-UEDefense=ISS, JPEG Quality=302026.03 | 84.99 | — | |
| EMDefense=ISS, JPEG Quality=152026.03 | 84.91 | — | |
| MI-UEDefense=ISS, JPEG Quality=152026.03 | 84.61 | — | |
| REMDefense=ISS, JPEG Quality=202026.03 | 84.6 | — | |
| REMDefense=ISS, JPEG Quality=152026.03 | 84.5 | — | |
| ARDefense=ISS, JPEG Quality=122026.03 | 84.18 | — | |
| TUEDefense=ISS, JPEG Quality=122026.03 | 84.13 | — | |
| CleanDefense=ISS, JPEG Quality=122026.03 | 83.97 | — | |
| GUEDefense=ISS, JPEG Quality=122026.03 | 83.97 | — | |
| EMDefense=ISS, JPEG Quality=122026.03 | 83.63 | — | |
| MI-UEDefense=ISS, JPEG Quality=122026.03 | 83.37 | — | |
| REMDefense=ISS, JPEG Quality=122026.03 | 83.23 | — | |
| TUEDefense=ISS, JPEG Quality=102026.03 | 83.23 | — | |
| CleanDefense=ISS, JPEG Quality=102026.03 | 83.12 | — | |
| GUEDefense=ISS, JPEG Quality=102026.03 | 83 | — | |
| EMDefense=ISS, JPEG Quality=102026.03 | 82.94 | — | |
| ARDefense=ISS, JPEG Quality=102026.03 | 82.83 | — | |
| REMDefense=ISS, JPEG Quality=102026.03 | 82.2 | — | |
| MI-UEDefense=ISS, JPEG Quality=102026.03 | 81.93 | — | |
| TUEDefense=ISS, JPEG Quality=82026.03 | 81.83 | — | |
| NTGADefense=ISS, JPEG Quality=152026.03 | 81.68 | — | |
| NTGADefense=ISS, JPEG Quality=202026.03 | 81.59 | — | |
| ARDefense=ISS, JPEG Quality=82026.03 | 81.55 | — | |
| NTGADefense=ISS, JPEG Quality=302026.03 | 81.5 | — | |
| CleanDefense=ISS, JPEG Quality=82026.03 | 81.35 | — | |
| REMDefense=ISS, JPEG Quality=82026.03 | 81.3 | — | |
| EMDefense=ISS, JPEG Quality=82026.03 | 80.96 | — | |
| MI-UEDefense=ISS, JPEG Quality=82026.03 | 80.86 | — | |
| GUEDefense=ISS, JPEG Quality=82026.03 | 80.69 | — | |
| NTGADefense=ISS, JPEG Quality=122026.03 | 79.64 | — | |
| NTGADefense=ISS, JPEG Quality=102026.03 | 79.38 | — | |
| ARDefense=ISS, JPEG Quality=62026.03 | 78.89 | — | |
| NTGADefense=ISS, JPEG Quality=82026.03 | 78.63 | — | |
| CleanDefense=ISS, JPEG Quality=62026.03 | 78.52 | — | |
| TUEDefense=ISS, JPEG Quality=62026.03 | 78.48 | — | |
| GUEDefense=ISS, JPEG Quality=62026.03 | 78.27 | — | |
| REMDefense=ISS, JPEG Quality=62026.03 | 78.04 | — | |
| EMDefense=ISS, JPEG Quality=62026.03 | 77.57 | — | |
| MI-UEDefense=ISS, JPEG Quality=62026.03 | 77.55 | — | |
| NTGADefense=ISS, JPEG Quality=62026.03 | 76.39 | — | |
| ARDefense=ISS2026.03 | — | 83.99 | |
| CleanDefense=ISS2026.03 | — | 83.87 | |
| EMDefense=ISS2026.03 | — | 83.14 | |
| GUEDefense=ISS2026.03 | — | 83.69 | |
| MI-UEDefense=ISS2026.03 | — | 82.65 | |
| NTGADefense=ISS2026.03 | — | 79.83 | |
| REMDefense=ISS2026.03 | — | 82.73 | |
| TUEDefense=ISS2026.03 | — | 83.58 |