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Runtime prediction research benchmarks · SOTA2 Research

Runtime prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LEC Internal (test)

282MAE

25

Feb 26, 2026

K-SAT Random (test)

930MAE

20

Feb 26, 2026

TpuGraphs-Layout XLA-Random

87.6Ordered Pair Accuracy

3

Feb 26, 2026

TpuGraphs Layout XLA-Default

79.6Ordered Pair Accuracy

3

Feb 26, 2026

TpuGraphs Layout NLP-Random

Polynormer-Local

94.1Ordered Pair Accuracy

3

Feb 26, 2026

TpuGraphs Layout NLP-Default

82.1Ordered Pair Accuracy

3

Feb 26, 2026

TpuGraphs Layout+Tile

61.9Averaged Accuracy

3

Feb 26, 2026

Popular datasets

TpuGraphs K-SAT LEC Internal

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