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ResearchFormerly WizWand

Knowledge Tracing on Codeforces

0.701AUCLR
0.523160.569330.61550.66167Feb 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
LRTime=0.01s, Epochs=1, Sequence length T=152026.020.701
TabPFNTime=0.44s, Epochs=1, Sequence length T=152026.020.67
TabICLTime=0.56s, Epochs=1, Sequence length T=152026.020.66
TabICLTime=0.56s, Epochs=1, Sequence length T=102026.020.65
AKTTime=21.1s, Epochs=40, Sequence length T=202026.020.646
TabPFNTime=0.44s, Epochs=1, Sequence length T=102026.020.643
DKTTime=0.95s, Epochs=13, Sequence length T=202026.020.643
GBMTime=0.13s, Epochs=1, Sequence length T=152026.020.639
DKTTime=0.95s, Epochs=13, Sequence length T=102026.020.636
AKTTime=21.1s, Epochs=40, Sequence length T=52026.020.633
AKTTime=21.1s, Epochs=40, Sequence length T=102026.020.629
LRTime=0.01s, Epochs=1, Sequence length T=102026.020.626
AKTTime=21.1s, Epochs=40, Sequence length T=152026.020.625
DKTTime=0.95s, Epochs=13, Sequence length T=152026.020.619
DKTTime=0.95s, Epochs=13, Sequence length T=52026.020.608
GBMTime=0.13s, Epochs=1, Sequence length T=202026.020.599
TabICLTime=0.56s, Epochs=1, Sequence length T=52026.020.599
TabPFNTime=0.44s, Epochs=1, Sequence length T=52026.020.596
LRTime=0.01s, Epochs=1, Sequence length T=52026.020.594
TabPFNTime=0.44s, Epochs=1, Sequence length T=202026.020.593
TabICLTime=0.56s, Epochs=1, Sequence length T=202026.020.593
GBMTime=0.13s, Epochs=1, Sequence length T=102026.020.566
LRTime=0.01s, Epochs=1, Sequence length T=202026.020.545
GBMTime=0.13s, Epochs=1, Sequence length T=52026.020.53