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Papers Benchmarks Datasets Tasks

Comment Prediction research benchmarks · SOTA2 Research

Comment Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ExpertLongBench (test)

Feedback-to-Rubrics

2.75Bio Score

6

May 29, 2026

HealthBench (test)

Feedback-to-Rubrics

7.31Medical Chat Annotation Score

6

May 29, 2026

Essay Review (test)

Feedback-to-Rubrics

8.71Essay Review Score

6

May 29, 2026

Research Proposal Review (test)

Feedback-to-Rubrics

3.42Review Score

6

May 29, 2026

Surface 1 (eval)

-0.62NE Change

1

Jun 30, 2026

Surface 1 (train)

-0.54NE Change (%)

1

Jun 30, 2026

Popular datasets

Surface HealthBench Research Proposal Review Essay Review ExpertLongBench

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