SOTAVerified

Temporal Sequences

This task asks models to answer questions about which times certain events could have occurred.

Source: BIG-bench

Image source: BIG-bench

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 200 papers

TitleStatusHype
Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition—0
TrajSceneLLM: A Multimodal Perspective on Semantic GPS Trajectory AnalysisCode0
APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval—0
Time Blindness: Why Video-Language Models Can't See What Humans Can?—0
Automata Learning of Preferences over Temporal Logic Formulas from Pairwise Comparisons—0
TiMo: Spatiotemporal Foundation Model for Satellite Image Time SeriesCode1
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction—0
OT-Talk: Animating 3D Talking Head with Optimal Transportation—0
Accelerated 3D-3D rigid registration of echocardiographic images obtained from apical window using particle filter—0
TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation—0
Of All StrIPEs: Investigating Structure-informed Positional Encoding for Efficient Music Generation—0
Scaling Video-Language Models to 10K Frames via Hierarchical Differential DistillationCode2
When Reasoning Meets Compression: Benchmarking Compressed Large Reasoning Models on Complex Reasoning Tasks—0
Inverse RL Scene Dynamics Learning for Nonlinear Predictive Control in Autonomous Vehicles—0
ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network EmbeddingCode0
A Deep Learning Architecture for Land Cover Mapping Using Spatio-Temporal Sentinel-1 Features—0
Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT—0
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal UnderstandingCode3
MV-GMN: State Space Model for Multi-View Action Recognition—0
IMSSA: Deploying modern state-space models on memristive in-memory compute hardware—0
A Staged Deep Learning Approach to Spatial Refinement in 3D Temporal Atmospheric Transport—0
Grid: Omni Visual GenerationCode1
DiCoDe: Diffusion-Compressed Deep Tokens for Autoregressive Video Generation with Language Models—0
LiDAR-based End-to-end Temporal Perception for Vehicle-Infrastructure Cooperation—0
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold NetworksCode1
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar MemoriesCode2
MarineFormer: A Spatio-Temporal Attention Model for USV Navigation in Dynamic Marine Environments—0
Scalable Mechanistic Neural Networks for Differential Equations and Machine LearningCode0
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation DataCode2
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition—0
Causal Temporal Representation Learning with Nonstationary Sparse TransitionCode0
RoboSense: Large-scale Dataset and Benchmark for Egocentric Robot Perception and Navigation in Crowded and Unstructured EnvironmentsCode2
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series ForecastingCode2
A Comprehensive Review of Few-shot Action Recognition—0
Spiking Tucker Fusion Transformer for Audio-Visual Zero-Shot Learning—0
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning—0
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-trainingCode1
Untangling Lariats: Subgradient Following of Variationally Penalized Objectives—0
F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNACode0
Learning Object Semantic Similarity with Self-Supervision—0
Semantically-correlated memories in a dense associative modelCode1
Interpretable Neural Temporal Point Processes for Modelling Electronic Health Records—0
Mitigating LLM Hallucinations via Conformal Abstention—0
Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion ModelsCode1
Towards the Reusability and Compositionality of Causal Representations—0
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike StreamsCode1
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoringCode0
Deep Learning Approaches for Human Action Recognition in Video Data—0
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning—0
Multi-Patch Prediction: Adapting LLMs for Time Series Representation LearningCode2
Show:102550
← PrevPage 1 of 4Next →

No leaderboard results yet.