ASSIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Tracing | ASSIST09 (test) | AUC78.81 | 21 | |
| Cognitive Diagnosis | ASSIST09 (80%/10%/10%) | Accuracy73.78 | 18 | |
| Cognitive Diagnosis | ASSIST09 (60%/20%/20%) | Accuracy73.03 | 18 | |
| Cognitive Diagnosis | ASSIST09 (50%/20%/30%) | ACC0.7257 | 18 | |
| Learner performance prediction | ASSIST09 | Time Cost9.2 | 11 | |
| Learning Path Recommendation | ASSIST09 L=5 (test) | Learning Effect (Ep)0.4222 | 9 | |
| Learning Path Recommendation | ASSIST09 L=10 (test) | Learning Effect (Ep)0.5139 | 9 | |
| Learning Path Recommendation | ASSIST09 L=20 (test) | Learning Effect (Ep)0.5911 | 9 | |
| Knowledge Tracing | ASSIST 2012-2013 (test) | AUC0.7701 | 9 | |
| Student Cognitive Diagnosis | ASSIST 2017 | ACC71.5 | 8 | |
| Student Cognitive Diagnosis | ASSIST 2009_2010 | ACC75.3 | 8 | |
| Knowledge Tracing | ASSIST12 | AUC77.54 | 8 |
Showing 12 of 12 rows