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Models/DFAF

DFAF

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
    50.27
    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
    81.69
    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
    70.68
    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
    99.02
    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
    77.6
    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
    81.8
    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
    98.83
    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
    56.6
    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
    85.7
    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
    67.01
    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
    84.11
    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
    51.42
    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
    67.72
    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
    78.28
    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
    77.72
    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
    72.17
    best: 75.19 (Patch-TRM)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214