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Models/GLAM

GLAM

Reported on 17 benchmarks across 2 tasks · 1 paper

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

Medical11 results

  • Drug DiscoveryonLipophilicity (logd74)
    RMSE
    0.596
  • Drug DiscoveryonBBBP (Blood-Brain Barrier Penetration)
    AUC
    0.932
  • Drug DiscoveryonLIT-PCBA(KAT2A)
    AUC
    0.709
    best: 0.746 (EGT+TGT-At-DP)
  • Drug DiscoveryonLIT-PCBA(MAPK1)
    AUC
    0.73
    best: 0.743 (EGT+TGT-At-DP)
  • Drug DiscoveryonBACE (β-secretase enzyme)
    AUC
    0.888
  • Drug DiscoveryonBindingDB
    AUC
    0.954
    best: 0.9717 (AttentionSiteDTI)
  • Drug DiscoveryonLIT-PCBA(ESR1_ant)
    AUC
    0.666
  • Drug DiscoveryonLIT-PCBA(ALDH1)
    AUC
    0.761
    best: 0.806 (EGT+TGT-At-DP)
  • Drug DiscoveryonToxCast (Toxicity Forecaster)
    AUC
    0.744
  • Drug DiscoveryonFreeSolv (Free Solvation)
    RMSE
    1.319
  • Drug DiscoveryonESOL (Estimated SOLubility)
    RMSE
    0.592

Computer Vision6 results

  • Document Layout AnalysisonPubLayNet val
    Figure· 2023-08-03
    0.206
    best: 0.975 (DETR)
    A Graphical Approach to Document Layout AnalysisarXiv:2308.02051
  • Document Layout AnalysisonPubLayNet val
    List· 2023-08-03
    0.862
    best: 0.975 (TRDLU)
    A Graphical Approach to Document Layout AnalysisarXiv:2308.02051
  • Document Layout AnalysisonPubLayNet val
    Overall· 2023-08-03
    0.722
    best: 0.962 (VGT)
    A Graphical Approach to Document Layout AnalysisarXiv:2308.02051
  • Document Layout AnalysisonPubLayNet val
    Table· 2023-08-03
    0.868
    best: 0.981 (VGT)
    A Graphical Approach to Document Layout AnalysisarXiv:2308.02051
  • Document Layout AnalysisonPubLayNet val
    Text· 2023-08-03
    0.878
    best: 0.967 (VSR)
    A Graphical Approach to Document Layout AnalysisarXiv:2308.02051
  • Document Layout AnalysisonPubLayNet val
    Title· 2023-08-03
    0.8
    best: 0.939 (VGT)
    A Graphical Approach to Document Layout AnalysisarXiv:2308.02051