Image Classification on ImageNet (Accuracy Report)
78.79AccuracyTopological Vision Transformer
Evaluation Results
| Method | Links | |
|---|---|---|
| Topological Vision TransformerAttention Kernel (phi)=exp, synced=false, g=exp, t=12024.06 | 78.79 | |
| Topological Vision TransformerAttention Kernel (phi)=exp, synced=false, g=exp, t=22024.06 | 78.51 | |
| Topological Vision TransformerAttention Kernel (phi)=x - x^4, synced=false, g=exp, t=22024.06 | 78.15 | |
| Topological Vision TransformerAttention Kernel (phi)=x - x^4, synced=false, g=exp, t=12024.06 | 77.94 | |
| Topological Vision TransformerAttention Kernel (phi)=x - x^4, synced=true, g=exp, t=12024.06 | 77.84 | |
| Topological Vision TransformerAttention Kernel (phi)=ReLU, synced=false, g=exp, t=12024.06 | 77.79 | |
| Topological Vision TransformerAttention Kernel (phi)=exp, synced=false, g=zz-1, t=22024.06 | 77.69 | |
| Topological Vision TransformerAttention Kernel (phi)=ReLU, synced=false, g=exp, t=22024.06 | 77.43 | |
| Topological Vision TransformerAttention Kernel (phi)=exp, synced=false, g=zz-1, t=12024.06 | 77.39 | |
| Topological Vision TransformerAttention Kernel (phi)=ReLU, synced=true, g=exp, t=12024.06 | 77.28 | |
| Topological Vision TransformerAttention Kernel (phi)=x - x^4, synced=true, g=exp, t=22024.06 | 77.23 | |
| Topological Vision TransformerAttention Kernel (phi)=x + x^2, synced=false, g=exp, t=12024.06 | 76.76 | |
| PerformerAttention Kernel (phi)=exp2024.06 | 76.76 | |
| Topological Vision TransformerAttention Kernel (phi)=x + x^2, synced=true, g=exp, t=12024.06 | 76.66 | |
| Topological Vision TransformerAttention Kernel (phi)=ReLU, synced=true, g=exp, t=22024.06 | 76.6 | |
| PerformerAttention Kernel (phi)=x - x^42024.06 | 76.37 | |
| Topological Vision TransformerAttention Kernel (phi)=x + x^2, synced=false, g=exp, t=22024.06 | 76.27 | |
| PerformerAttention Kernel (phi)=ReLU2024.06 | 76.23 | |
| Topological Vision TransformerAttention Kernel (phi)=x + x^2, synced=true, g=exp, t=22024.06 | 75.91 | |
| PerformerAttention Kernel (phi)=x + x^22024.06 | 75.03 |