Image Classification on ImageNet 1k (k-NN and Linear Probing)
83.3Top-1 Accuracy (ImageNet-1k)NViT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NViTSparsity=50%, Fine-tuning Epochs=3002025.10 | 83.3 | 73.7 | 72 | |
| SAViTSparsity=50%, Fine-tuning Epochs=3002025.10 | 82.6 | — | — | |
| SnapViTSparsity=50%, Fine-tuning Epochs=3002025.10 | 82.6 | 75.4 | 75.9 | |
| UnprunedSparsity=0%2025.10 | 81.8 | 75.8 | 78.5 | |
| LPViTSparsity=50%, Fine-tuning Epochs=3002025.10 | 80.6 | — | — | |
| SN-NetSparsity=50%, Fine-tuning Epochs=1002025.10 | 80 | 70.2 | 71.4 |