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Papers Benchmarks Datasets Tasks

Flowsheet autocompletion research benchmarks · SOTA2 Research

Flowsheet autocompletion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Real SFILES Flowsheet Data 2.0 (test)

Generative Flowsheet Transformer

4.75Perplexity

2

Jun 9, 2026

Real SFILES Flowsheet Data 2.0 (val)

Generative Flowsheet Transformer

3.98Perplexity

2

Jun 9, 2026

Real SFILES Flowsheet Data 2.0 (train)

Generative Flowsheet Transformer

2.17Perplexity

2

Jun 9, 2026

Generated SFILES Flowsheet Data 2.0 (test)

Generative Flowsheet Transformer

2.47Perplexity

2

Jun 9, 2026

Generated SFILES Flowsheet Data 2.0 (val)

Generative Flowsheet Transformer

2.48Perplexity

2

Jun 9, 2026

Generated SFILES Flowsheet Data 2.0 (train)

Generative Flowsheet Transformer

2.28Perplexity

2

Jun 9, 2026

Popular datasets

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