Image Classification on GTSRB (CA, BA, ASR)
78.32Balanced Accuracy (BA)GhostEncoder
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GhostEncoderPre-training Dataset=CIFAR-102026.03 | 78.32 | — | 65.14 | |
| WaNetPre-training Dataset=STL-102026.03 | 78.24 | — | 3.95 | |
| DSBAPre-training Dataset=CIFAR-102026.03 | 78.23 | — | 93.14 | |
| DSBAPre-training Dataset=Tiny-ImageNet2026.03 | 76.12 | — | 96.28 | |
| WaNetPre-training Dataset=Tiny-ImageNet2026.03 | 75.65 | — | 9.71 | |
| CTRLPre-training Dataset=CIFAR-102026.03 | 75.43 | — | 63.27 | |
| DSBAPre-training Dataset=STL-102026.03 | 75.24 | — | 96.43 | |
| WaNetPre-training Dataset=CIFAR-102026.03 | 73.24 | — | 8.25 | |
| IMPERATIVEPre-training Dataset=STL-102026.03 | 73.22 | — | 79.47 | |
| GhostEncoderPre-training Dataset=Tiny-ImageNet2026.03 | 72.48 | — | 47.16 | |
| IMPERATIVEPre-training Dataset=CIFAR-102026.03 | 72.18 | — | 82.45 | |
| GhostEncoderPre-training Dataset=STL-102026.03 | 71.35 | — | 66.12 | |
| IMPERATIVEPre-training Dataset=Tiny-ImageNet2026.03 | 71.32 | — | 76.53 | |
| CTRLPre-training Dataset=Tiny-ImageNet2026.03 | 71.12 | — | 44.75 | |
| CTRLPre-training Dataset=STL-102026.03 | 69.37 | — | 63.04 | |
| BenignPre-training Dataset=CIFAR-102026.03 | — | 80.14 | — | |
| BenignPre-training Dataset=STL-102026.03 | — | 77.34 | — | |
| BenignPre-training Dataset=Tiny-ImageNet2026.03 | — | 78.32 | — |