Datasets › GlassTemp

GlassTemp (Glass Transition Temperature)

Introduced by Gang Liu et al. in Graph Rationalization with Environment-based Augmentations6 Jun 2022 archive 2025-07-28

The GlassTemp dataset is collected from Polyinfo. It uses monomers as polymer graphs to predict the property of glass transition temperature. The glass transition temperature of the material itself denotes the temperature range over which this glass transition takes place.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Graph Regression GlassTemp GREA (GIN) RMSE 41.2±0.8 Graph Rationalization with Environment-based Augmentations liugangcode/GREA 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 3. The Syntology column is from Syntology's graph (read 2026-09-25), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Graph Rationalization with Environment-based Augmentations 1 1 6 Jun 2022 ran 1 of 1 samples (0 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • GlassTemp
  • MeltingTemp

2 variant names, as the archive lists them.

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