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Models/Inter-GPS

Inter-GPS

Reported on 7 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Knowledge Base3 results

  • Mathematical Question AnsweringonGeoS
    Accuracy (%)· 2021-05-10
    67
    SOTA
    Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165
  • Mathematical ReasoningonPGPS9K
    Completion accuracy· 2021-05-10
    59.8
    best: 65.8 (GOLD)
    SOTA
    Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165
  • Mathematical Question AnsweringonGeometry3K
    Accuracy (%)· 2021-05-10
    57.5
    best: 90.9 (Human Expert)
    Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165

Natural Language Processing2 results

  • Question AnsweringonGeoS
    Accuracy (%)· 2021-05-10
    67
    SOTA
    Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165
  • Question AnsweringonGeometry3K
    Accuracy (%)· 2021-05-10
    57.5
    best: 90.9 (Human Expert)
    Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165

Computer Vision1 result

  • Scene ParsingonPGDP5K
    Total Accuracy· 2021-05-10
    27.3
    best: 84.7 (PGDPNet)
    SOTA
    Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165

Audio1 result

  • 2D Semantic SegmentationonPGDP5K
    Total Accuracy· 2021-05-10
    27.3
    best: 84.7 (PGDPNet)
    SOTA
    Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165