Ownership Verification on Caltech101 (test)
98.2Base ScoreBadCLIP-D
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BadCLIP-DPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 98.2 | 95.52 | 7.61 | 10 | 0.03 | |
| SWAPPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 98.19 | 95.65 | 100 | 0 | 0 | |
| mmPoisonPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 98.06 | 95.21 | 0 | 10 | -0.05 | |
| BWAP-BadNetPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 97.95 | 94.21 | 99.9 | 10 | 0.95 | |
| BWAP-WaNetPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 97.7 | 94.24 | 99.9 | 10 | 0.95 | |
| BWAP-GrondPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 97.25 | 94.07 | 99.8 | 10 | 0.95 | |
| BadEncoderPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 8.97 | 2.54 | 2.17 | 10 | -0.03 |