Image Classification on STL-10 (ACCm and p-value evaluation)
96.6ACCmMOCO v2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MOCO v2Pre-training Task=ImageNet, Model Condition=Clean2026.04 | 96.6 | 1 | |
| ArmSSL (MOCO v2)Pre-training Task=ImageNet, Model Condition=Watermarked2026.04 | 96.4 | 0 | |
| SimCLRPre-training Task=ImageNet, Model Condition=Clean2026.04 | 95.3 | 1 | |
| SimSiamPre-training Task=ImageNet, Model Condition=Clean2026.04 | 94.91 | 1 | |
| ArmSSL (SimCLR)Pre-training Task=ImageNet, Model Condition=Watermarked2026.04 | 94.63 | 0 | |
| ArmSSL (SimSiam)Pre-training Task=ImageNet, Model Condition=Watermarked2026.04 | 92.75 | 0 | |
| SimCLRPre-training Task=CIFAR-10, Model Condition=Clean2026.04 | 77.8 | 1 | |
| ArmSSL (SimCLR)Pre-training Task=CIFAR-10, Model Condition=Watermarked2026.04 | 77.7 | 0 | |
| MOCO v2Pre-training Task=CIFAR-10, Model Condition=Clean2026.04 | 74.2 | 1 | |
| ArmSSL (MOCO v2)Pre-training Task=CIFAR-10, Model Condition=Watermarked2026.04 | 73.71 | 0 | |
| SimSiamPre-training Task=CIFAR-10, Model Condition=Clean2026.04 | 73.7 | 1 | |
| ArmSSL (SimSiam)Pre-training Task=CIFAR-10, Model Condition=Watermarked2026.04 | 72.63 | 0 | |
| BYOLPre-training Task=Imagenette, Model Condition=Clean2026.04 | 69.4 | 1 | |
| ArmSSL (BYOL)Pre-training Task=Imagenette, Model Condition=Watermarked2026.04 | 67.29 | 0 | |
| SimCLRPre-training Task=Imagenette, Model Condition=Clean2026.04 | 60.4 | 1 | |
| ArmSSL (SimCLR)Pre-training Task=Imagenette, Model Condition=Watermarked2026.04 | 58.6 | 0 | |
| BYOLPre-training Task=CIFAR-10, Model Condition=Clean2026.04 | 57.21 | 1 | |
| ArmSSL (BYOL)Pre-training Task=CIFAR-10, Model Condition=Watermarked2026.04 | 57.09 | 0 |