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Papers Benchmarks Datasets Tasks

PolyBench dataset and benchmarks · SOTA2 Research

Research Datasets

PolyBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Design & Synthesis

PolyBench (test)

82Similarity Score

19

Advanced Property Reasoning

PolyBench (test)

0.39RgL

19

Property Comparison & Ranking

PolyBench (test)

77MCQ Accuracy

19

Property Prediction

PolyBench (test)

0.98r

19

Polymer Concepts

PolyBench 1.0 (test)

0.33RgL Score

19

Structural Understanding

PolyBench 1.0 (test)

87EM

19

Market Trading Prediction

PolyBench

80.9Accuracy

14

QoR Prediction (LUT)

PolyBench C (test)

5.12MAPE

12

QoR Prediction (FF)

PolyBench C (test)

7.34MAPE

12

QoR Prediction (DSP)

PolyBench C (test)

3.31MAPE

12

QoR Prediction (CP)

PolyBench C (test)

1.06MAPE

8

Popular tasks

Property Prediction Structural Understanding Polymer Concepts Property Comparison & Ranking Advanced Property Reasoning

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