Assistments
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Tracing | Assistments public benchmark 2009-2010 | AUC0.8789 | 35 | |
| Knowledge Tracing | Assistments 2009 | AUC0.766 | 24 | |
| Cognitive Diagnosis | ASSIST09 (70%/10%/20%) | Accuracy73.41 | 18 | |
| Exercise Recommendation | ASSISTments 2017 | Accuracy99.1 | 10 | |
| Exercise Recommendation | ASSISTments 2012 | Accuracy96.6 | 10 | |
| Exercise Recommendation | ASSISTments 2009 | Accuracy96 | 10 | |
| Knowledge Tracing | ASSISTments 2017 | AUC0.785 | 10 | |
| Automated Grading | ASSISTments held-out (test) | MSE0.0619 | 9 | |
| Cognitive Diagnosis | ASSISTments (70%/10%/20%) | ACC73.34 | 6 | |
| Cognitive Diagnosis | ASSISTments (60%/10%/30%) | Accuracy73.35 | 6 | |
| Cognitive Diagnosis | ASSISTments (50%/10%/40%) | ACC72.87 | 6 | |
| Cognitive Diagnosis | ASSISTments (40%/10%/50%) | Accuracy72.76 | 6 | |
| Student Answer Scoring | ASSISTments | AUC94.3 | 3 | |
| Performance Estimation | ASSISTments OoD | Bias (Acc)43.7 | 1 | |
| Performance Estimation | ASSISTments ID | Bias (Acc)69.5 | 1 |
Showing 15 of 15 rows