Image Classification on VTAB-6
89.8AccuracyMAE-Refiner
Evaluation Results
| Method | Links | |
|---|---|---|
| MAE-RefinerBackbone=ViT-2B/14, Protocol=Linear Probe2024.02 | 89.8 | |
| MAE-RefBackbone=ViT-2B/14, Protocol=Linear Probe2024.02 | 89.8 | |
| dBOT-RefBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 89.5 | |
| MAE-RefinerBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 89.3 | |
| MAE-RefBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 89.3 | |
| MAE-CTBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 88.8 | |
| MAE-CTBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 88.8 | |
| MAE-RefinerBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 88.5 | |
| MAE-RefBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 88.5 | |
| dBOT-RefBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 88.5 | |
| CrossMAE-RefBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 88.3 | |
| MugsBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 87.9 | |
| MugsBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 87.9 | |
| iBOTBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 87.6 | |
| iBOTBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 87.6 | |
| D2V2-RefinedBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 87.1 | |
| D2V2-RefinedBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 85.9 | |
| MAEBackbone=ViT-2B/14, Protocol=Linear Probe2024.02 | 85.4 | |
| MAEBackbone=ViT-2B/14, Protocol=Linear Probe2024.02 | 85.4 | |
| CAEBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 84.8 | |
| dBOTBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 84.6 | |
| dBOTBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 83.4 | |
| MAEBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 83.2 | |
| MAEBackbone=ViT-H/14, Protocol=Linear Probe2024.02 | 83.2 | |
| D2V2Backbone=ViT-H/14, Protocol=Linear Probe2024.02 | 83.1 | |
| MAEBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 83 | |
| MAEBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 83 | |
| D2V2Backbone=ViT-L/16, Protocol=Linear Probe2024.02 | 81.5 | |
| CrossMAEBackbone=ViT-L/16, Protocol=Linear Probe2024.02 | 81.2 |