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Models/ALMT

ALMT

Reported on 14 benchmarks across 1 task · 1 paper · 3 SOTA

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

Natural Language Processing14 results

  • Sentiment AnalysisonCH-SIMS
    Acc-2· 2023-10-09
    81.19
    SOTA
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCH-SIMS
    Acc-3· 2023-10-09
    68.93
    SOTA
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCH-SIMS
    Acc-5· 2023-10-09
    45.73
    SOTA
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCH-SIMS
    CORR· 2023-10-09
    0.619
    best: 73.26 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCH-SIMS
    F1· 2023-10-09
    81.57
    best: 82.9 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCH-SIMS
    MAE· 2023-10-09
    0.404
    best: 0.332 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCMU-MOSEI
    Acc-5· 2023-10-09
    55.96
    best: 57.45 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCMU-MOSEI
    Acc-7· 2023-10-09
    54.28
    best: 54.77 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCMU-MOSEI
    Corr· 2023-10-09
    0.779
    best: 81.42 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCMU-MOSEI
    MAE· 2023-10-09
    0.526
    best: 0.5072 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCMU-MOSI
    Acc-5· 2023-10-09
    56.41
    best: 60.01 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCMU-MOSI
    Acc-7· 2023-10-09
    49.42
    best: 52.72 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCMU-MOSI
    Corr· 2023-10-09
    0.805
    best: 0.8824 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804
  • Sentiment AnalysisonCMU-MOSI
    MAE· 2023-10-09
    0.683
    best: 0.5573 (MMML)
    Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment AnalysisarXiv:2310.05804