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Benchmarks
Graph Transformer Efficiency Benchmarking on artnet-exp
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1.29
Latency Speedup (Forward Pass)
Ours (WSB/TC)
1.1652
1.1976
1.23
1.2624
May 29, 2026
Latency Speedup (Forward Pass)
Latency Speedup (Backward Pass)
Peak Memory Ratio (Forward Pass)
Peak Memory Ratio (Backward Pass)
Updated 2d ago
Evaluation Results
Method
Method
Links
Latency Speedup (Forward Pass)
Latency Speedup (Backward Pass)
Peak Memory Ratio (Forward Pass)
Peak Memory Ratio (Backward Pass)
Ours (WSB/TC)
Number of Heads (H)=4,...
2026.05
1.29
0.78
1.08
1.21
DF-GNN
Number of Heads (H)=4,...
2026.05
1.19
1.21
1.19
1.08
Ours (CSR fused)
Number of Heads (H)=4,...
2026.05
1.17
1.15
1.22
1.02
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