Image Classification on CIFAR-100 6-way Sharded (test)
45.4Test AccuracyEnsemble
Evaluation results
| Method | Links | |
|---|---|---|
| Ensemble2025.06 | 45.4 | |
| KDinitialization=randomly initialized student2025.06 | 43.6 | |
| KF-Gradientalignment=Conductance2025.06 | 34.7 | |
| KF-Gradientalignment=DeepLIFT2025.06 | 34.4 | |
| KF-Gradientalignment=Uniform2025.06 | 34.2 | |
| LPinitialization=weights of the first base model2025.06 | 27.2 | |
| Individual Model (Model 1)2025.06 | 14.3 | |
| Individual Model (Model 2)2025.06 | 13.7 | |
| Individual Model (Model 3)2025.06 | 13.5 | |
| Individual Model (Model 4)2025.06 | 13.2 | |
| Individual Model (Model 5)2025.06 | 12.8 | |
| Individual Model (Model 6)2025.06 | 12.2 | |
| Transformer OTFusion wtsalignment=Conductance2025.06 | 1.3 | |
| Transformer OTFusion wtsalignment=Uniform2025.06 | 1.2 | |
| Vanilla Averaging2025.06 | 1.1 | |
| Transformer OTFusion actsalignment=Uniform2025.06 | 1 | |
| Transformer OTFusion actsalignment=Conductance2025.06 | 1 | |
| Transformer OTFusion actsalignment=DeepLIFT2025.06 | 1 | |
| Transformer OTFusion wtsalignment=DeepLIFT2025.06 | 1 |