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Papers Benchmarks Datasets Tasks

Automated Grading research benchmarks · SOTA2 Research

Automated Grading

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ASSISTments held-out (test)

Teacher prior + Response embedding

0.062MSE

9

Feb 26, 2026

Synthetic Bilingual Dataset

Qwen3-8B Fine-tuned

0.936Human Spearman Rho

7

Jun 11, 2026

71Accuracy

6

Mar 4, 2026

0.8Accuracy

6

Mar 4, 2026

DI 11 categories

92Accuracy

6

Mar 4, 2026

Bounce programming assignment

0.958Accuracy

5

Feb 26, 2026

Popular datasets

Assistments DT Bounce DC DI

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