Image Classification on Patching Task Suite Average
84.4Average AccuracyMultiple models
Evaluation Results
| Method | Links | |
|---|---|---|
| Multiple modelsBackbone=ViT-L/142022.08 | 84.4 | |
| Joint patchingBackbone=ViT-L/142022.08 | 83.8 | |
| Seq. patchingBackbone=ViT-L/14, Seed=22022.08 | 80.9 | |
| Seq. patchingBackbone=ViT-L/14, Seed=02022.08 | 80.1 | |
| Seq. patchingBackbone=ViT-L/14, Seed=12022.08 | 80.1 | |
| Multiple modelsBackbone=ViT-B/162022.08 | 80 | |
| Joint patchingBackbone=ViT-B/162022.08 | 78.2 | |
| Parallel patchingBackbone=ViT-L/142022.08 | 77.2 | |
| Multiple modelsBackbone=ViT-B/322022.08 | 76.1 | |
| Joint patchingBackbone=ViT-B/322022.08 | 74.1 | |
| Seq. patchingBackbone=ViT-B/16, Seed=22022.08 | 71.8 | |
| Seq. patchingBackbone=ViT-B/16, Seed=12022.08 | 71.1 | |
| Seq. patchingBackbone=ViT-B/16, Seed=02022.08 | 70.7 | |
| Parallel patchingBackbone=ViT-B/162022.08 | 68.5 | |
| UnpatchedBackbone=ViT-L/142022.08 | 68 | |
| Seq. patchingBackbone=ViT-B/32, Seed=22022.08 | 66.4 | |
| Seq. patchingBackbone=ViT-B/32, Seed=12022.08 | 65.6 | |
| Seq. patchingBackbone=ViT-B/32, Seed=02022.08 | 65.4 | |
| Parallel patchingBackbone=ViT-B/322022.08 | 62.5 | |
| UnpatchedBackbone=ViT-B/162022.08 | 60.4 | |
| UnpatchedBackbone=ViT-B/322022.08 | 54.4 |