TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/GREAD-BS

GREAD-BS

Reported on 9 benchmarks across 1 task · 1 paper · 7 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs9 results

  • Node ClassificationonSquirrel (48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    51.01
    SOTA
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208
  • Node ClassificationonFilm(48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    37.49
    SOTA
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208
  • Node ClassificationonWisconsin (48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    88.04
    SOTA
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208
  • Node ClassificationonChameleon (48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    67.98
    SOTA
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208
  • Node ClassificationonCora (48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    88.39
    SOTA
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208
  • Node ClassificationonPubMed (48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    90.21
    SOTA
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208
  • Node ClassificationonCiteseer (48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    77.53
    SOTA
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208
  • Node ClassificationonTexas (48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    87.57
    best: 88.11 (GREAD-F)
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208
  • Node ClassificationonCornell (48%/32%/20% fixed splits)
    Accuracy· 2022-11-25
    86.22
    best: 87.03 (GREAD-AC)
    GREAD: Graph Neural Reaction-Diffusion NetworksarXiv:2211.14208