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Multimodal Sentiment Analysis datasets

archive 2025-07-28

7 datasets carry the task tag "Multimodal Sentiment Analysis" (the task itself: Multimodal Sentiment Analysis), ordered by the archive's paper count. Page 1 of 1: 7 shown of 7. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Multimodal Sentiment Analysis 7

Multimodal Sentiment Analysis datasets 1–7 of 7

CMU-MOSEI
CMU Multimodal Opinion Sentiment and Emotion Intensity (CMU-MOSEI) is the largest dataset of sentence-level sentiment analysis and emotion recognition in online videos.
ImagesVideosTextsAudioFacial Expression RecognitionEmotion ClassificationMultimodal Emotion RecognitionMultimodal Sentiment AnalysisVideo Emotion Detection
190 papers · 3 benchmarks
Multimodal Opinionlevel Sentiment Intensity (MOSI)
Multimodal Opinionlevel Sentiment Intensity (MOSI) contains: (1) multimodal observations including transcribed speech and visual gestures as well as automatic audio and visual features, (2) opinion-level subjectivity segmentation, (3)…
VideosSpeechMultimodal Sentiment Analysis
69 papers · 1 benchmark
CH-SIMS
CH-SIMS is a Chinese single- and multimodal sentiment analysis dataset which contains 2,281 refined video segments in the wild with both multimodal and independent unimodal annotations.
TextsSentiment AnalysisMulti-Task LearningMultimodal Sentiment Analysis
25 papers · 1 benchmark
CMU-MOSI (Multimodal Corpus of Sentiment Intensity)
The Multimodal Corpus of Sentiment Intensity (CMU-MOSI) dataset is a collection of 2199 opinion video clips.
VideosTextsAudioEmotion Recognition in ConversationMultimodal Sentiment Analysis
16 papers · 2 benchmarks
MuSe-CaR (Multimodal Sentiment Analysis in Car Reviews)
The MuSe-CAR database is a large, multimodal (video, audio, and text) dataset which has been gathered in-the-wild with the intention of further understanding Multimodal Sentiment Analysis in-the-wild, e.g., the emotional engagement that…
VideosTextsAudioMultimodal Sentiment Analysis
9 papers · 0 benchmarks
SemEval-2020 Task-8
A multimodal dataset for sentiment analysis on internet memes.
ImagesTextsSentiment AnalysisMultimodal Sentiment Analysis
6 papers · 0 benchmarks
B-T4SA
ImagesTextsMultimodal Sentiment Analysis
1 paper · 1 benchmark

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.