Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SAINT+ | 0.7914 | No | SAINT+: Integrating Temporal Features for EdNet ... | 2020-10-19 | Code |
| 2 | SAINT | 0.7811 | No | Towards an Appropriate Query, Key, and Value Com... | 2020-02-14 | Code |
| 3 | PEBG+DKT | 0.7765 | No | Improving Knowledge Tracing via Pre-training Que... | 2020-12-09 | Code |
| 4 | PEBG+DKVMN | 0.7757 | No | Improving Knowledge Tracing via Pre-training Que... | 2020-12-09 | Code |
| 5 | DKVMN | 0.7663 | No | SAINT+: Integrating Temporal Features for EdNet ... | 2020-10-19 | Code |
| 6 | DKT | 0.7638 | No | SAINT+: Integrating Temporal Features for EdNet ... | 2020-10-19 | Code |
| 7 | GIKT | 0.7523 | No | GIKT: A Graph-based Interaction Model for Knowle... | 2020-09-13 | Code |