Ownership Verification on ImageNet (test)
76.94Base ScoreBadCLIP-D
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BadCLIP-DPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 76.94 | 71.03 | 0.21 | 10 | -0.29 | |
| SWAPPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 76.94 | 71.21 | 100 | 0 | 0 | |
| mmPoisonPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 76.81 | 70.81 | 0 | 10 | -0.29 | |
| BWAP-WaNetPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 76.47 | 69.97 | 99.6 | 10 | 0.7 | |
| BWAP-BadNetPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 76.31 | 70.42 | 99.7 | 10 | 0.7 | |
| BWAP-GrondPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 75.93 | 70.28 | 99.7 | 10 | 0.7 | |
| BadEncoderPrompt Tuning Method=ATPrompt, Resolution=224 x 224, Optimizer=SGD, GPU=NVIDIA A1002025.11 | 0.16 | 0.25 | 1.03 | 10 | -0.28 |