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Papers Benchmarks Datasets Tasks

Architecture Performance Prediction research benchmarks · SOTA2 Research

Architecture Performance Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NAS-Bench-101 (test)

0.903Kendall's Tau

49

May 12, 2026

NATS-Bench SSS ImageNet16-120 (stratified subset)

85.6Mean Abs Kendall Corr Coeff

24

Feb 26, 2026

NATS-Bench SSS CIFAR-100 (stratified subset)

3.4mAKCC

24

Feb 26, 2026

NATS-Bench SSS CIFAR-10 (stratified subset)

88.8mAKCC

24

Feb 26, 2026

Popular datasets

NATS-Bench NAS-Bench-101

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