Image Classification on CIFAR-100 (Top-1 Accuracy)
83.8Top-1 AccuracyITO
Evaluation results
| Method | Links | |
|---|---|---|
| ITOBackbone=ViT-L/16, Pre-training Dataset=DataComp-1B, Training Epochs=1, Evaluation Protocol=Zero-shot2026.03 | 83.8 | |
| ITO sub2Backbone=ViT-L/16, Pre-training Dataset=DataComp-1B, Training Epochs=1, Evaluation Protocol=Zero-shot2026.03 | 82.4 | |
| CLIPBackbone=ViT-L/16, Pre-training Dataset=DataComp-1B, Training Epochs=1, Evaluation Protocol=Zero-shot2026.03 | 80.9 | |
| ITOZero-shot=true, Backbone=ViT-B/16, Pre-training Dataset=Laion100M, Epochs=302026.03 | 75 | |
| CLIPZero-shot=true, Backbone=ViT-B/16, Pre-training Dataset=Laion100M, Epochs=302026.03 | 69.8 | |
| SLIPZero-shot=true, Backbone=ViT-B/16, Pre-training Dataset=Laion100M, Epochs=302026.03 | 68.9 | |
| OursModel Configuration=5 trees2026.04 | 62.87 | |
| OursModel Configuration=1 tree2026.04 | 62.77 | |
| CLIPYear=20212026.04 | 62.29 | |
| AoSYear=20252026.04 | 61.98 | |
| FAREYear=20242026.04 | 60.75 | |
| PMG-FTYear=20242026.04 | 51.92 | |
| TeCoAYear=20232026.04 | 46.31 |