Student

Benchmarks

Task Name	Dataset Name	SOTA Result
Solution Simulation	Student_15 1.0 (test)	ROUGE-L27.37	72
Solution Simulation	Student 100 1.0 (test)	ROUGE-L0.3034	72
Faithful Narrative Generation	student	RA97.5	16
Selective Classification	Student Port	AU-ARC92.76	15
Solution Simulation	Student_15 v1.0 (test)	Con23.65	15
RF compression	student	Performance85.7	14
Model Compression	student	Performance85.7	13
Model Compression	student	Accuracy / R2 Score86	13
Classification	Student	AUC98.4	8
Classification	Student three random (train-test)	Accuracy94.3	8
Negotiation	Student (held-out test)	Success Rate100	7
Explanation Generation	Student	PPL4.56	7
Multi-label classification	student	Accuracy19.62	7
Negotiation	Student	Success Rate100	6
Tutor Robustness Evaluation	Student w/ Reasoning	Student Leakage16	3
Counterfactual Dataset Generation	Student (test)	GT Found Count24	3
Decision Tree Rashomon Set construction	Student	Runtime (Time)2.43	2
Decision Tree Rashomon Set Calculation	Student	Runtime2.43	2
Student Misconception Analysis	Student_1361 OS_124	Accuracy12.4	2
Student Misconception Analysis	Student 1361 Java 200 (subset)	Accuracy17.5	2
Student Misconception Analysis	Student_1361 Discrete_106	Accuracy26.5	2
Classification	Student random splits (test)	Relative Error Rate Reduction0.9	2
Decision Tree Rashomon Set Enumeration	Student-48	PRAXIS Count56,920,256	1
Fairness-aware classification	student_por (test)	Metric-	0

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