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Models/TAP

TAP

Reported on 10 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Natural Language Processing6 results

  • Visual Question Answering (VQA)onTextVQA test-standard
    overall
    53.97
    best: 73.1 (PaLI)
  • Image CaptioningonTextCaps 2020
    B4
    21.86
    best: 22.93 (LSTM-R)
  • Image CaptioningonTextCaps 2020
    CIDEr
    103.22
  • Image CaptioningonTextCaps 2020
    METEOR
    21.85
  • Image CaptioningonTextCaps 2020
    ROUGE-L
    45.65
    best: 46.11 (LSTM-R)
  • Image CaptioningonTextCaps 2020
    SPICE
    14.64

Audio2 results

  • Emotion RecognitiononIEMOCAP
    WA· 2022-02-02
    0.81
    SOTA
    Speaker Normalization for Self-supervised Speech Emotion RecognitionarXiv:2202.01252
  • Emotion RecognitiononIEMOCAP
    WA CV· 2022-02-02
    0.742
    best: 0.7803 (emoDARTS)
    SOTA
    Speaker Normalization for Self-supervised Speech Emotion RecognitionarXiv:2202.01252

Speech2 results

  • Speech Emotion RecognitiononIEMOCAP
    WA· 2022-02-02
    0.81
    SOTA
    Speaker Normalization for Self-supervised Speech Emotion RecognitionarXiv:2202.01252
  • Speech Emotion RecognitiononIEMOCAP
    WA CV· 2022-02-02
    0.742
    best: 0.7803 (emoDARTS)
    SOTA
    Speaker Normalization for Self-supervised Speech Emotion RecognitionarXiv:2202.01252