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Models/Top-Down

Top-Down

Reported on 16 benchmarks across 1 task · 1 paper · 2 SOTA

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 (Est.)· 2021-10-25
    99.54
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Mea.)· 2021-10-25
    99.46
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Alg.)· 2021-10-25
    50
    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
    80.65
    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
    65.01
    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 (Fra.)· 2021-10-25
    72.43
    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
    80.07
    best: 82.61 (ViLT)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Pat.)· 2021-10-25
    55.01
    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
    83.75
    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
    58.22
    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
    84.54
    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
    45.78
    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
    68.28
    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
    73.03
    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
    75.92
    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
    68.51
    best: 75.19 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214