Activity Prediction

Predict human activities in videos

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–25 of 106 papers

Title	Date	Tasks	Status	Hype	Score
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification	May 22, 2025	2D Semantic SegmentationActivity Prediction	CodeCode Available	5	5
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors	Nov 17, 2022	Activity PredictionActivity Recognition	CodeCode Available	3	5
DeepMol: An Automated Machine and Deep Learning Framework for Computational Chemistr	Jun 1, 2024	Activity PredictionAutoML	CodeCode Available	2	5
ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish	Mar 4, 2025	Activity PredictionMultivariate Time Series Forecasting	CodeCode Available	2	5
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning	Aug 1, 2020	Accident AnticipationActivity Prediction	CodeCode Available	1	5
ADCNet: a unified framework for predicting the activity of antibody-drug conjugates	Jan 17, 2024	Activity PredictionLanguage Modeling	CodeCode Available	1	5
Prescriptive Business Process Monitoring for Recommending Next Best Actions	Aug 19, 2020	Activity Prediction	CodeCode Available	1	5
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language	Mar 6, 2023	Activity PredictionAttribute	CodeCode Available	1	5
Meta-HAR: Federated Representation Learning for Human Activity Recognition	May 31, 2021	Activity PredictionActivity Recognition	CodeCode Available	1	5
Peeking into the Future: Predicting Future Person Activities and Locations in Videos	Feb 11, 2019	Activity PredictionFuture prediction	CodeCode Available	1	5
Attention-based Multi-Input Deep Learning Architecture for Biological Activity Prediction: An Application in EGFR Inhibitors	Jun 12, 2019	Activity PredictionBIG-bench Machine Learning	CodeCode Available	0	5
MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning	Oct 15, 2024	Active LearningActivity Prediction	CodeCode Available	0	5
DeepProcess: Supporting business process execution using a MANN-based recommender system	Feb 3, 2018	Activity PredictionRecommendation Systems	CodeCode Available	0	5
Attention Please: What Transformer Models Really Learn for Process Prediction	Aug 12, 2024	Activity PredictionDecision Making	CodeCode Available	0	5
Data-driven Perception of Neuron Point Process with Unknown Unknowns	Nov 2, 2018	Activity PredictionTime Series Analysis	CodeCode Available	0	5
Molecular De Novo Design through Deep Reinforcement Learning	Apr 25, 2017	Activity PredictionDeep Reinforcement Learning	CodeCode Available	0	5
Ionospheric activity prediction using convolutional recurrent neural networks	Oct 31, 2018	Activity PredictionPrediction	CodeCode Available	0	5
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points	Feb 22, 2018	Action RecognitionActivity Prediction	CodeCode Available	0	5
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification	Jan 4, 2020	Action ClassificationActivity Prediction	CodeCode Available	0	5
Group Activity Prediction with Sequential Relational Anticipation Model	Aug 6, 2020	Activity Predictionmodel	CodeCode Available	0	5
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity Prediction	Dec 14, 2023	Activity PredictionPredictive Process Monitoring	CodeCode Available	0	5
INFER: INtermediate representations for FuturE pRediction	Mar 26, 2019	Activity PredictionFuture prediction	CodeCode Available	0	5
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction	Aug 14, 2022	Activity PredictionGraph Embedding	CodeCode Available	0	5
D-GRIL: End-to-End Topological Learning with 2-parameter Persistence	Jun 11, 2024	Activity PredictionDrug Discovery	CodeCode Available	0	5
Benchmarking Sequential Visual Input Reasoning and Prediction in Multimodal Large Language Models	Oct 20, 2023	Activity PredictionBenchmarking	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Next	mAP	0.19	—	Unverified