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ResearchFormerly WizWand

Image Classification on ImageNet (Accuracy Report)

78.79AccuracyTopological Vision Transformer
74.879675.894876.9177.9252Jun 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Topological Vision TransformerAttention Kernel (phi)=exp, synced=false, g=exp, t=12024.0678.79
Topological Vision TransformerAttention Kernel (phi)=exp, synced=false, g=exp, t=22024.0678.51
Topological Vision TransformerAttention Kernel (phi)=x - x^4, synced=false, g=exp, t=22024.0678.15
Topological Vision TransformerAttention Kernel (phi)=x - x^4, synced=false, g=exp, t=12024.0677.94
Topological Vision TransformerAttention Kernel (phi)=x - x^4, synced=true, g=exp, t=12024.0677.84
Topological Vision TransformerAttention Kernel (phi)=ReLU, synced=false, g=exp, t=12024.0677.79
Topological Vision TransformerAttention Kernel (phi)=exp, synced=false, g=zz-1, t=22024.0677.69
Topological Vision TransformerAttention Kernel (phi)=ReLU, synced=false, g=exp, t=22024.0677.43
Topological Vision TransformerAttention Kernel (phi)=exp, synced=false, g=zz-1, t=12024.0677.39
Topological Vision TransformerAttention Kernel (phi)=ReLU, synced=true, g=exp, t=12024.0677.28
Topological Vision TransformerAttention Kernel (phi)=x - x^4, synced=true, g=exp, t=22024.0677.23
Topological Vision TransformerAttention Kernel (phi)=x + x^2, synced=false, g=exp, t=12024.0676.76
PerformerAttention Kernel (phi)=exp2024.0676.76
Topological Vision TransformerAttention Kernel (phi)=x + x^2, synced=true, g=exp, t=12024.0676.66
Topological Vision TransformerAttention Kernel (phi)=ReLU, synced=true, g=exp, t=22024.0676.6
PerformerAttention Kernel (phi)=x - x^42024.0676.37
Topological Vision TransformerAttention Kernel (phi)=x + x^2, synced=false, g=exp, t=22024.0676.27
PerformerAttention Kernel (phi)=ReLU2024.0676.23
Topological Vision TransformerAttention Kernel (phi)=x + x^2, synced=true, g=exp, t=22024.0675.91
PerformerAttention Kernel (phi)=x + x^22024.0675.03