Knowledge Tracing on Codeforces
0.701AUCLR
Evaluation Results
| Method | Links | |
|---|---|---|
| LRTime=0.01s, Epochs=1, Sequence length T=152026.02 | 0.701 | |
| TabPFNTime=0.44s, Epochs=1, Sequence length T=152026.02 | 0.67 | |
| TabICLTime=0.56s, Epochs=1, Sequence length T=152026.02 | 0.66 | |
| TabICLTime=0.56s, Epochs=1, Sequence length T=102026.02 | 0.65 | |
| AKTTime=21.1s, Epochs=40, Sequence length T=202026.02 | 0.646 | |
| TabPFNTime=0.44s, Epochs=1, Sequence length T=102026.02 | 0.643 | |
| DKTTime=0.95s, Epochs=13, Sequence length T=202026.02 | 0.643 | |
| GBMTime=0.13s, Epochs=1, Sequence length T=152026.02 | 0.639 | |
| DKTTime=0.95s, Epochs=13, Sequence length T=102026.02 | 0.636 | |
| AKTTime=21.1s, Epochs=40, Sequence length T=52026.02 | 0.633 | |
| AKTTime=21.1s, Epochs=40, Sequence length T=102026.02 | 0.629 | |
| LRTime=0.01s, Epochs=1, Sequence length T=102026.02 | 0.626 | |
| AKTTime=21.1s, Epochs=40, Sequence length T=152026.02 | 0.625 | |
| DKTTime=0.95s, Epochs=13, Sequence length T=152026.02 | 0.619 | |
| DKTTime=0.95s, Epochs=13, Sequence length T=52026.02 | 0.608 | |
| GBMTime=0.13s, Epochs=1, Sequence length T=202026.02 | 0.599 | |
| TabICLTime=0.56s, Epochs=1, Sequence length T=52026.02 | 0.599 | |
| TabPFNTime=0.44s, Epochs=1, Sequence length T=52026.02 | 0.596 | |
| LRTime=0.01s, Epochs=1, Sequence length T=52026.02 | 0.594 | |
| TabPFNTime=0.44s, Epochs=1, Sequence length T=202026.02 | 0.593 | |
| TabICLTime=0.56s, Epochs=1, Sequence length T=202026.02 | 0.593 | |
| GBMTime=0.13s, Epochs=1, Sequence length T=102026.02 | 0.566 | |
| LRTime=0.01s, Epochs=1, Sequence length T=202026.02 | 0.545 | |
| GBMTime=0.13s, Epochs=1, Sequence length T=52026.02 | 0.53 |