Image Classification on CIFAR-100 50+50
74.71Joint AccuracyMuDSC_Zip
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MuDSC_ZipBackbone=ResNet-50GN, Pre-training=ImageNet2024.03 | 74.71 | 84.88 | 85.14 | 84.62 | |
| MuDSC_AlignBackbone=ResNet-50GN, Pre-training=ImageNet2024.03 | 74.66 | 84.91 | 85.25 | 84.58 | |
| AverageBackbone=ResNet-50GN, Pre-training=ImageNet2024.03 | 74.52 | 84.78 | 85.06 | 84.5 | |
| RebasinBackbone=ResNet-50GN, Pre-training=ImageNet2024.03 | 74.52 | 84.78 | 85.06 | 84.5 | |
| W.ZipBackbone=ResNet-50GN, Pre-training=ImageNet2024.03 | 74.52 | 84.78 | 85.06 | 84.5 | |
| A. AlignBackbone=ResNet-50GN, Pre-training=ImageNet2024.03 | 74.44 | 84.77 | 84.99 | 84.56 | |
| PLeaSBackbone=ViT, Model Style=CLIP, Initialization=Same2024.07 | 73.3 | 85.1 | — | — | |
| MuDSCBackbone=ViT, Model Style=CLIP, Initialization=Same2024.07 | 72.8 | 84.9 | — | — | |
| RegMeanBackbone=ViT, Model Style=CLIP, Initialization=Same2024.07 | 72.7 | 84.7 | — | — | |
| Simple AvgBackbone=ViT, Model Style=CLIP, Initialization=Same2024.07 | 72.6 | 84.5 | — | — | |
| ZipitBackbone=ResNet-50GN, Pre-training=ImageNet2024.03 | 72.05 | 82.99 | 83.06 | 82.92 | |
| AverageBackbone=ViT, Pre-training=ImageNet2024.03 | 70.16 | 84.32 | 84.32 | 84.32 | |
| RebasinBackbone=ViT, Pre-training=ImageNet2024.03 | 70.16 | 84.32 | 84.32 | 84.32 | |
| W.ZipBackbone=ViT, Pre-training=ImageNet2024.03 | 70.16 | 84.32 | 84.32 | 84.32 | |
| MuDSC_ZipBackbone=ViT, Pre-training=ImageNet2024.03 | 70.1 | 84.38 | 84.41 | 84.36 | |
| MuDSC_AlignBackbone=ViT, Pre-training=ImageNet2024.03 | 70.09 | 84.39 | 84.38 | 84.4 | |
| A. AlignBackbone=ViT, Pre-training=ImageNet2024.03 | 69.99 | 84.22 | 84.2 | 84.24 | |
| ZipitBackbone=ViT, Pre-training=ImageNet2024.03 | 68.57 | 83.05 | 82.79 | 83.3 | |
| MuDSC_AlignBackbone=ResNet-26, Pre-training=ImageNet2024.03 | 62.84 | 76.14 | 75.87 | 76.4 | |
| A. AlignBackbone=ResNet-26, Pre-training=ImageNet2024.03 | 61.91 | 75.41 | 75.03 | 75.79 | |
| MuDSC_ZipBackbone=ResNet-26, Pre-training=ImageNet2024.03 | 61.58 | 75.01 | 74.61 | 75.41 | |
| AverageBackbone=ResNet-26, Pre-training=ImageNet2024.03 | 61.44 | 74.75 | 74.46 | 75.05 | |
| RebasinBackbone=ResNet-26, Pre-training=ImageNet2024.03 | 61.39 | 74.79 | 74.48 | 75.1 | |
| W.ZipBackbone=ResNet-26, Pre-training=ImageNet2024.03 | 61.28 | 74.69 | 74.42 | 74.96 | |
| ZipitBackbone=ResNet-26, Pre-training=ImageNet2024.03 | 60.23 | 73.68 | 73.2 | 74.17 |