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/I-Only

I-Only

Reported on 16 benchmarks across 1 task · 1 paper

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

Natural Language Processing16 results

  • Visual Question Answering (VQA)onIconQA
    Reasoning (Alg.)· 2021-10-25
    31.73
    best: 56.73 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Com.)· 2021-10-25
    45.26
    best: 87 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Cou.)· 2021-10-25
    37.64
    best: 77.81 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Est.)· 2021-10-25
    62.29
    best: 99.54 (Top-Down)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Fra.)· 2021-10-25
    32.48
    best: 82.13 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Geo.)· 2021-10-25
    38.71
    best: 82.61 (ViLT)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Mea.)· 2021-10-25
    64.02
    best: 99.46 (Top-Down)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Pat.)· 2021-10-25
    36.29
    best: 68.75 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Pro.)· 2021-10-25
    37.51
    best: 95.73 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Sce.)· 2021-10-25
    35.47
    best: 68.8 (ViT)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Sen.)· 2021-10-25
    45.25
    best: 92.49 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Spa.)· 2021-10-25
    37.52
    best: 55.62 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Tim.)· 2021-10-25
    47.37
    best: 77.98 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Sub-tasks (Blank)· 2021-10-25
    46.65
    best: 83.62 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Sub-tasks (Img.)· 2021-10-25
    41.56
    best: 82.66 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Sub-tasks (Txt.)· 2021-10-25
    36.02
    best: 75.19 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214