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ResearchFormerly WizWand

Inference on Scalability and Efficiency Evaluation D=20 (test)

149.15Inference Latency (ms)FEAT
-744.84165,289.601711,324.04517,358.4883Mar 17, 2026
Updated 7mo ago

Evaluation results

MethodLinks
FEATContext Size=5,000, D=20, GPU=140GB GPU2026.03149.15
TabICL v2Context Size=5,000, D=20, GPU=140GB GPU2026.03167.23
LimiXContext Size=5,000, D=20, GPU=140GB GPU2026.03197.76
FEATContext Size=10,000, D=20, GPU=140GB GPU2026.03240.13
TabICL v2Context Size=10,000, D=20, GPU=140GB GPU2026.03281.27
FEATContext Size=50,000, D=20, GPU=140GB GPU2026.03332.76
FEATContext Size=20,000, D=20, GPU=140GB GPU2026.03368.46
LimiXContext Size=10,000, D=20, GPU=140GB GPU2026.03391.08
FEATContext Size=100,000, D=20, GPU=140GB GPU2026.03399.07
TabICL v2Context Size=20,000, D=20, GPU=140GB GPU2026.03404.8
FEATContext Size=200,000, D=20, GPU=140GB GPU2026.03444.8
FEATContext Size=300,000, D=20, GPU=140GB GPU2026.03486.73
FEATContext Size=400,000, D=20, GPU=140GB GPU2026.03529.5
FEATContext Size=500,000, D=20, GPU=140GB GPU2026.03564.53
TabICL v2Context Size=50,000, D=20, GPU=140GB GPU2026.03608.84
LimiXContext Size=20,000, D=20, GPU=140GB GPU2026.03946.13
TabICL v2Context Size=100,000, D=20, GPU=140GB GPU2026.031,307.57
TabICL v2Context Size=200,000, D=20, GPU=140GB GPU2026.034,287.77
TabPFNContext Size=5,000, D=20, GPU=140GB GPU2026.034,287.81
TabPFNContext Size=10,000, D=20, GPU=140GB GPU2026.034,495.67
LimiXContext Size=50,000, D=20, GPU=140GB GPU2026.036,540.54
TabPFNContext Size=20,000, D=20, GPU=140GB GPU2026.037,673.87
TabICL v2Context Size=300,000, D=20, GPU=140GB GPU2026.038,609.52
TabPFNContext Size=50,000, D=20, GPU=140GB GPU2026.039,412.49
TabICL v2Context Size=400,000, D=20, GPU=140GB GPU2026.0314,856.98
TabICL v2Context Size=500,000, D=20, GPU=140GB GPU2026.0322,498.94