Knowledge Tracing on POJ
79.8AUCTabICL
Evaluation results
| Method | Links | |
|---|---|---|
| TabICLTime=0.50s, Epochs=1, Sequence length T=202026.02 | 79.8 | |
| TabPFNTime=0.40s, Epochs=1, Sequence length T=202026.02 | 79.7 | |
| GBMTime=0.13s, Epochs=1, Sequence length T=52026.02 | 77.9 | |
| TabICLTime=0.50s, Epochs=1, Sequence length T=52026.02 | 77.3 | |
| TabPFNTime=0.40s, Epochs=1, Sequence length T=52026.02 | 76.1 | |
| AKTTime=31.2s, Epochs=65, Sequence length T=202026.02 | 76 | |
| TabPFNTime=0.40s, Epochs=1, Sequence length T=102026.02 | 75.8 | |
| TabPFNTime=0.40s, Epochs=1, Sequence length T=152026.02 | 75.6 | |
| GBMTime=0.13s, Epochs=1, Sequence length T=102026.02 | 75 | |
| TabICLTime=0.50s, Epochs=1, Sequence length T=152026.02 | 74.9 | |
| AKTTime=31.2s, Epochs=65, Sequence length T=152026.02 | 74.9 | |
| GBMTime=0.13s, Epochs=1, Sequence length T=152026.02 | 74.7 | |
| LRTime=0.01s, Epochs=1, Sequence length T=102026.02 | 74.5 | |
| LRTime=0.01s, Epochs=1, Sequence length T=152026.02 | 72.8 | |
| TabICLTime=0.50s, Epochs=1, Sequence length T=102026.02 | 72.8 | |
| DKTTime=0.85s, Epochs=12, Sequence length T=102026.02 | 72.8 | |
| GBMTime=0.13s, Epochs=1, Sequence length T=202026.02 | 72.5 | |
| AKTTime=31.2s, Epochs=65, Sequence length T=102026.02 | 71.9 | |
| DKTTime=0.85s, Epochs=12, Sequence length T=202026.02 | 71.2 | |
| LRTime=0.01s, Epochs=1, Sequence length T=52026.02 | 70.9 | |
| LRTime=0.01s, Epochs=1, Sequence length T=202026.02 | 70.6 | |
| AKTTime=31.2s, Epochs=65, Sequence length T=52026.02 | 69 | |
| DKTTime=0.85s, Epochs=12, Sequence length T=152026.02 | 68.9 | |
| DKTTime=0.85s, Epochs=12, Sequence length T=52026.02 | 56.8 |