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Papers Benchmarks Datasets Tasks

Automated essay scoring research benchmarks – Page 2 · SOTA2 Research

Automated essay scoring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ASAP Prompt 7 (All essays cross-validation)

0.838QWK

2

Apr 23, 2026

ASAP Prompt 6 (All essays val)

0.858Quadratic Weighted Kappa (QWK)

2

Apr 23, 2026

ASAP Prompt 5 All essays (cross-validation)

0.847Quadratic Weighted Kappa (QWK)

2

Apr 23, 2026

ASAP Prompt 4 (All essays cross-validation)

0.851QWK

2

Apr 23, 2026

ASAP Prompt 3 All essays (val)

0.756Quadratic Weighted Kappa (QWK)

2

Apr 23, 2026

ASAP Prompt 2 (val)

75QWK

2

Apr 23, 2026

ASAP Prompt 1 All essays (cross-validation)

0.856Quadratic Weighted Kappa (QWK)

2

Apr 23, 2026

Arabic Automated Essay Scoring (AES) Dataset

Hybrid Trait-Based Prompting

0.28QWK

2

Mar 23, 2026

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