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ICLR

Benchmarks

TaskDatasetSOTA resultTrendResults

Score-based Alignment

ICLR 2026 (50 submissions)

0.148R-MSE

3

Research idea quality evaluation

ICLR Rejected Papers 2025

2.689Mean Score

2

Review outcome agreement prediction

ICLR Cohort H n = 100 2026

0.87AUROC (Accept/Reject)

1

Review outcome agreement prediction

ICLR Cohort M 2026

0.82AUROC (Accept vs Reject)

1

In-Context Reference

ICLR submissions 2024

2.8Judge 1 Score

1

Instruction Following

ICLR submissions 2024

3.25Judge 1 Score

1

Paper Acceptance Prediction

ICLR submissions 2024 (sample of 54)

70.57Accuracy

1