Alternatives and similar repositories for MultiBench

Users that are interested in MultiBench are comparing it to the libraries listed below

• CMU-MultiComp-Lab / CMU-MultimodalSDK
  ☆257Updated last year
• yaohungt / Multimodal-Transformer
  [ACL'19] [PyTorch] Multimodal Transformer
  ☆886Updated 2 years ago
• declare-lab / MISA
  MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis
  ☆236Updated 2 years ago
• declare-lab / multimodal-deep-learning
  This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as mul…
  ☆842Updated 2 years ago
• GeWu-Lab / OGM-GE_CVPR2022
  The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)
  ☆274Updated 4 months ago
• thuiar / MMSA-FET
  A Tool for extracting multimodal features from videos.
  ☆171Updated 2 years ago
• thuiar / MMSA
  MMSA is a unified framework for Multimodal Sentiment Analysis.
  ☆809Updated 4 months ago
• thuiar / M-SENA
  M-SENA: All-in-One Platform for Multimodal Sentiment Analysis
  ☆89Updated 3 years ago
• LeMei / UniMSE
  ☆190Updated 2 years ago
• thuiar / Self-MM
  Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"
  ☆212Updated 2 years ago
• jbdel / MOSEI_UMONS
  A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis
  ☆125Updated 3 months ago
• Justin1904 / CMU-MultimodalSDK-Tutorials
  This is a short tutorial for using the CMU-MultimodalSDK.
  ☆86Updated 6 years ago
• declare-lab / Multimodal-Infomax
  This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…
  ☆186Updated 2 years ago
• WasifurRahman / BERT_multimodal_transformer
  ☆201Updated 3 years ago
• mdswyz / DMD
  An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)
  ☆115Updated 2 years ago
• drmuskangarg / Multimodal-datasets
  This repository is build in association with our position paper on "Multimodality for NLP-Centered Applications: Resources, Advances and …
  ☆292Updated 3 years ago
• Exploration-Lab / COGMEN
  ☆91Updated 2 years ago
• Yutong-Zhou-cv / Awesome-Multimodality
  A Survey on multimodal learning research.
  ☆328Updated last year
• thuiar / AWESOME-MSA
  Paper List for Multimodal Sentiment Analysis
  ☆100Updated 4 years ago
• pakoromilas / MultimodalSDK_loader
  Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets
  ☆33Updated 9 months ago
• pliang279 / MultiViz
  [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models
  ☆96Updated 9 months ago
• anita-hu / MSAF
  Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"
  ☆81Updated 3 years ago
• zihuixue / DynMM
  Code for the paper 'Dynamic Multimodal Fusion'
  ☆107Updated 2 years ago
• deep-real / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆108Updated 2 years ago
• skeletonNN / NHFNet
  ☆34Updated 3 years ago
• jedyang97 / MTAG
  Code for NAACL 2021 paper: MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences
  ☆42Updated 2 years ago
• zeroQiaoba / MERTools
  Toolkits for Multimodal Emotion Recognition
  ☆222Updated 2 weeks ago
• Say2L / CENet
  [TMM2022] Source codes of CENet
  ☆32Updated 2 years ago
• muzairkhattak / multimodal-prompt-learning
  [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".
  ☆750Updated last year
• pliang279 / HighMMT
  [TMLR 2022] High-Modality Multimodal Transformer
  ☆115Updated 7 months ago