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Action Anticipation datasets

archive 2025-07-28

11 datasets carry the task tag "Action Anticipation" (the task itself: Action Anticipation), ordered by the archive's paper count. Page 1 of 1: 11 shown of 11. 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 52Action Anticipation 11

Action Anticipation datasets 1–11 of 11

EPIC-KITCHENS-100
This paper introduces the pipeline to scale the largest dataset in egocentric vision EPIC-KITCHENS.
VideosTextsAction RecognitionTemporal Action LocalizationUnsupervised Domain AdaptationAudio ClassificationAction AnticipationOpen Vocabulary Action Recognition+1 tasks
162 papers · 6 benchmarks
EGTEA (EGTEA Gaze+)
Extended GTEA Gaze+ EGTEA Gaze+ is a large-scale dataset for FPV actions and gaze.
Long-tail LearningAction AnticipationEgocentric Activity Recognition
100 papers · 3 benchmarks
Assembly101
Assembly101 is a new procedural activity dataset featuring 4321 videos of people assembling and disassembling 101 "take-apart" toy vehicles.
VideosAction Recognition3D Action RecognitionAction SegmentationAction AnticipationOpen Vocabulary Action RecognitionMistake Detection
57 papers · 4 benchmarks
Ego4D
Ego4D is a massive-scale egocentric video dataset and benchmark suite.
VideosTemporal Action LocalizationAction AnticipationNatural Language QueriesMoment QueriesObject State Change ClassificationState Change Object Detection+3 tasks
32 papers · 6 benchmarks
TVSeries
A realistic dataset composed of 27 episodes from 6 popular TV series.
VideosAction DetectionAction AnticipationOnline Action Detection
29 papers · 1 benchmark
EgoExoLearn
EgoExoLearn is a fascinating dataset designed to bridge the gap between egocentric and exocentric views of procedural activities.
Action RecognitionVideo RetrievalVideo CaptioningAction SegmentationAction Quality AssessmentAction Anticipation+1 tasks
12 papers · 3 benchmarks
VIENA2
Covers 5 generic driving scenarios, with a total of 25 distinct action classes.
ImagesAction Anticipationmotion predictionHuman motion prediction
4 papers · 0 benchmarks
MM-OR
Operating rooms (ORs) are complex, high-stakes environments requiring precise understanding of interactions among medical staff, tools, and equipment for enhancing surgical assistance, situational awareness, and patient safety.
ImagesVideosTextsGraphs3DAudioPoint cloudMedicalTime seriesSpeechRGB-D2D Panoptic SegmentationScene Graph GenerationAction AnticipationVideo SegmentationVideo Panoptic SegmentationSurgical phase recognition+2 tasks
3 papers · 3 benchmarks
OST (Egocentric Dataset)
Is one of the largest egocentric datasets in the object search task with eyetracking information available Source: Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks
Action RecognitionAction AnticipationGaze Prediction
3 papers · 0 benchmarks
CP2A dataset (CARLA Pedestrian Action Anticipation dataset)
We present a new simulated dataset for pedestrian action anticipation collected using the CARLA simulator.
ActionsTrackingAction Anticipation
1 paper · 0 benchmarks
DARai (Daily Activity Recordings for AI and ML applications)
Daily Activity Recordings for Artificial Intelligence (DARai, pronounced "Dahr-ree") is a multimodal, hierarchically annotated dataset constructed to understand human activities in real-world settings.
ImagesVideosBiomedicalEnvironmentTime seriesRGB-DLiDARObject Detection2D Semantic Segmentation3D Action RecognitionScene Segmentation2D Pose EstimationHuman-Object Interaction Detection+5 tasks
1 paper · 0 benchmarks

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.