Image Classification on GTSRB (ACCm and p-value)
85.54ACCmSimSiam
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SimSiamPre-training Task=ImageNet, Model Condition=Clean2026.04 | 85.54 | 0.99 | |
| ArmSSL (SimSiam)Pre-training Task=ImageNet, Model Condition=Watermarked2026.04 | 84.6 | 0 | |
| MOCO v2Pre-training Task=ImageNet, Model Condition=Clean2026.04 | 81.09 | 0.97 | |
| BYOLPre-training Task=CIFAR-10, Model Condition=Clean2026.04 | 79.86 | 1 | |
| SimCLRPre-training Task=ImageNet, Model Condition=Clean2026.04 | 79.6 | 0.98 | |
| ArmSSL (MOCO v2)Pre-training Task=ImageNet, Model Condition=Watermarked2026.04 | 79.44 | 0 | |
| ArmSSL (BYOL)Pre-training Task=CIFAR-10, Model Condition=Watermarked2026.04 | 79.28 | 0 | |
| ArmSSL (SimCLR)Pre-training Task=ImageNet, Model Condition=Watermarked2026.04 | 77.34 | 0 | |
| SimCLRPre-training Task=CIFAR-10, Model Condition=Clean2026.04 | 76.5 | 1 | |
| ArmSSL (SimCLR)Pre-training Task=CIFAR-10, Model Condition=Watermarked2026.04 | 76.4 | 0 | |
| MOCO v2Pre-training Task=CIFAR-10, Model Condition=Clean2026.04 | 75.21 | 0.99 | |
| ArmSSL (MOCO v2)Pre-training Task=CIFAR-10, Model Condition=Watermarked2026.04 | 74.88 | 0 | |
| SimSiamPre-training Task=CIFAR-10, Model Condition=Clean2026.04 | 67.8 | 1 | |
| ArmSSL (SimSiam)Pre-training Task=CIFAR-10, Model Condition=Watermarked2026.04 | 67.33 | 0 |