Image Classification on ImageNet 1K (test) (CA and ASR)
59.69CA (Accuracy)Clean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CleanBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 59.69 | — | |
| BadCLIP++Backbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.92 | 99.99 | |
| MABABackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.8 | 33.49 | |
| mmPoisonBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.7 | 2.86 | |
| BlendedBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.69 | 99.62 | |
| BadNetsBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.67 | 97 | |
| BadEncoderBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.63 | 88.97 | |
| INACTIVEBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.62 | 92.35 | |
| TrojVQABackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.6 | 98.25 | |
| BadCLIPBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.6 | 98.81 | |
| SSBABackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.48 | 50.28 | |
| SIGBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.45 | 89.48 | |
| WaNetBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 58.42 | 98.37 | |
| VLTrojanBackbone=CLIP RN50, Evaluation Protocol=Zero-shot2026.02 | 54.64 | 2.69 |