Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Automated Grading on ASSISTments held-out (test)
Loading...
0.0619
MSE
Teacher prior + Response embedding
0.06116
0.066155
0.07115
0.076145
Dec 30, 2025
MSE
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
AUC
Teacher prior + Response embedding
Teacher Prior=Included...
2025.12
0.0619
0.815
Teacher prior + Response (centroid-normalized)
Teacher Prior=Included...
2025.12
0.0626
0.813
Teacher prior only
Teacher Prior=Included...
2025.12
0.0628
0.799
Teacher prior + Response–Problem difference
Teacher Prior=Included...
2025.12
0.0631
0.798
Response embedding only
Teacher Prior=Excluded...
2025.12
0.0771
0.626
Problem + Response embeddings
Teacher Prior=Excluded...
2025.12
0.0772
0.632
Response–Problem difference only
Teacher Prior=Excluded...
2025.12
0.0774
0.617
Problem embedding only (baseline)
Teacher Prior=Excluded...
2025.12
0.0789
0.56
Response (centroid-normalized) only
Teacher Prior=Excluded...
2025.12
0.0804
0.59
Feedback
Search any
task
Search any
task