Image Classification on CIFAR-100 (test) (Clean Accuracy)
72.85Clean Accuracy (CIFAR-100 Test)EMN
Evaluation results
| Method | Links | |
|---|---|---|
| EMNTraining Paradigm=SF-PF, Pretraining Dataset=CIFAR-102026.04 | 72.85 | |
| VTGTraining Paradigm=SF-PF, Pretraining Dataset=CIFAR-102026.04 | 68.56 | |
| EMNTraining Paradigm=Standard PF, Pretraining Dataset=CIFAR-102026.04 | 68.09 | |
| GUETraining Paradigm=SF-PF, Pretraining Dataset=CIFAR-102026.04 | 66.92 | |
| GUETraining Paradigm=Standard PF, Pretraining Dataset=ImageNet2026.04 | 64.55 | |
| EMNTraining Paradigm=Standard PF, Pretraining Dataset=ImageNet2026.04 | 64.27 | |
| ARTraining Paradigm=SF-PF, Pretraining Dataset=CIFAR-102026.04 | 63.77 | |
| ARTraining Paradigm=Standard PF, Pretraining Dataset=ImageNet2026.04 | 63.48 | |
| VTGTraining Paradigm=Standard PF, Pretraining Dataset=CIFAR-102026.04 | 63.26 | |
| VTGTraining Paradigm=Standard PF, Pretraining Dataset=ImageNet2026.04 | 62.81 | |
| REMTraining Paradigm=SF-PF, Pretraining Dataset=CIFAR-102026.04 | 62.49 | |
| NTGATraining Paradigm=SF-PF, Pretraining Dataset=CIFAR-102026.04 | 62.13 | |
| SHRTraining Paradigm=SF-PF, Pretraining Dataset=CIFAR-102026.04 | 60.34 | |
| ARTraining Paradigm=Standard PF, Pretraining Dataset=CIFAR-102026.04 | 58.53 | |
| EMNTraining Paradigm=Standard PF, Pretraining Dataset=Tiny-ImageNet2026.04 | 56.51 | |
| NTGATraining Paradigm=Standard PF, Pretraining Dataset=CIFAR-102026.04 | 56.44 | |
| ARTraining Paradigm=Standard PF, Pretraining Dataset=Tiny-ImageNet2026.04 | 56.11 | |
| GUETraining Paradigm=Standard PF, Pretraining Dataset=CIFAR-102026.04 | 55.61 | |
| VTGTraining Paradigm=Standard PF, Pretraining Dataset=Tiny-ImageNet2026.04 | 54.62 | |
| NTGATraining Paradigm=Standard PF, Pretraining Dataset=ImageNet2026.04 | 51.95 | |
| REMTraining Paradigm=Standard PF, Pretraining Dataset=CIFAR-102026.04 | 51.7 | |
| GUETraining Paradigm=Standard PF, Pretraining Dataset=Tiny-ImageNet2026.04 | 50.97 | |
| SHRTraining Paradigm=Standard PF, Pretraining Dataset=CIFAR-102026.04 | 49.88 | |
| SSCTraining Paradigm=SF-PF, Pretraining Dataset=CIFAR-102026.04 | 49.05 | |
| SHRTraining Paradigm=Standard PF, Pretraining Dataset=ImageNet2026.04 | 46.13 | |
| NTGATraining Paradigm=Standard PF, Pretraining Dataset=Tiny-ImageNet2026.04 | 42.76 | |
| REMTraining Paradigm=Standard PF, Pretraining Dataset=ImageNet2026.04 | 40.66 | |
| REMTraining Paradigm=Standard PF, Pretraining Dataset=Tiny-ImageNet2026.04 | 32.88 | |
| SSCTraining Paradigm=Standard PF, Pretraining Dataset=CIFAR-102026.04 | 30.17 | |
| SHRTraining Paradigm=Standard PF, Pretraining Dataset=Tiny-ImageNet2026.04 | 27.35 | |
| SSCTraining Paradigm=Standard PF, Pretraining Dataset=ImageNet2026.04 | 24.39 | |
| SSCTraining Paradigm=Standard PF, Pretraining Dataset=Tiny-ImageNet2026.04 | 15.24 | |
| REMTraining Paradigm=Full Training, Pretraining Dataset=—2026.04 | 11.33 | |
| GUETraining Paradigm=Full Training, Pretraining Dataset=—2026.04 | 9.71 | |
| SHRTraining Paradigm=Full Training, Pretraining Dataset=—2026.04 | 8.65 | |
| VTGTraining Paradigm=Full Training, Pretraining Dataset=—2026.04 | 8.04 | |
| EMNTraining Paradigm=Full Training, Pretraining Dataset=—2026.04 | 7.42 | |
| SSCTraining Paradigm=Full Training, Pretraining Dataset=—2026.04 | 5.58 | |
| NTGATraining Paradigm=Full Training, Pretraining Dataset=—2026.04 | 4.87 | |
| ARTraining Paradigm=Full Training, Pretraining Dataset=—2026.04 | 4.19 |