MMIM

Reported on 5 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 Processing5 results

Sentiment AnalysisonCMU-MOSI
Acc-2· 2021-09-01
84.14
best: 90.35 (MMML)
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis arXiv:2109.00412
Sentiment AnalysisonCMU-MOSI
Acc-7· 2021-09-01
46.65
best: 52.72 (MMML)
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis arXiv:2109.00412
Sentiment AnalysisonCMU-MOSI
Corr· 2021-09-01
0.8
best: 0.8824 (MMML)
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis arXiv:2109.00412
Sentiment AnalysisonCMU-MOSI
F1· 2021-09-01
84
best: 90.35 (MMML)
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis arXiv:2109.00412
Sentiment AnalysisonCMU-MOSI
MAE· 2021-09-01
0.7
best: 0.5573 (MMML)
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis arXiv:2109.00412