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Models/Patch-TRM

Patch-TRM

Reported on 16 benchmarks across 1 task · 1 paper · 12 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 (Alg.)· 2021-10-25
    56.73
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Com.)· 2021-10-25
    87
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Cou.)· 2021-10-25
    77.81
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Fra.)· 2021-10-25
    82.13
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Pat.)· 2021-10-25
    68.75
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Pro.)· 2021-10-25
    95.73
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Sen.)· 2021-10-25
    92.49
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Spa.)· 2021-10-25
    55.62
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Tim.)· 2021-10-25
    77.98
    SOTA
    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
    83.62
    SOTA
    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
    82.66
    SOTA
    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
    75.19
    SOTA
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214
  • Visual Question Answering (VQA)onIconQA
    Reasoning (Est.)· 2021-10-25
    98.24
    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 (Geo.)· 2021-10-25
    81.87
    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
    97.98
    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 (Sce.)· 2021-10-25
    62.39
    best: 68.8 (ViT)
    IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214