SOTAVerified

Relational Reasoning

The goal of Relational Reasoning is to figure out the relationships among different entities, such as image pixels, words or sentences, human skeletons or interactive moving agents.

Source: Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network

Papers

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Showing 76–100 of 483 papers

TitleStatusHype
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only ModalityCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Learning from Protein Structure with Geometric Vector PerceptronsCode1
LowFER: Low-rank Bilinear Pooling for Link PredictionCode1
Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational ReasoningCode1
Computer-aided Tuberculosis Diagnosis with Attribute Reasoning AssistanceCode1
Self-Supervised Time Series Representation Learning by Inter-Intra Relational ReasoningCode1
Character-based recurrent neural networks for morphological relational reasoning—0
Chain of Reasoning for Visual Question Answering—0
Application of Statistical Relational Learning to Hybrid Recommendation Systems—0
Causal Relational Learning—0
Broadcasting Convolutional Network for Visual Relational Reasoning—0
Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations—0
A Critical Review of Inductive Logic Programming Techniques for Explainable AI—0
A Statistical Relational Approach to Learning Distance-based GCNs—0
A Novel Neural-symbolic System under Statistical Relational Learning—0
Does Entity Abstraction Help Generative Transformers Reason?—0
Boosting Neural Language Inference via Cascaded Interactive Reasoning—0
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes—0
Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation—0
Domain-Liftability of Relational Marginal Polytopes—0
Boosting gets full Attention for Relational Learning—0
LogiPlan: A Structured Benchmark for Logical Planning and Relational Reasoning in LLMs—0
MIRAGE: A Multi-modal Benchmark for Spatial Perception, Reasoning, and Intelligence—0
Benchmarking Systematic Relational Reasoning with Large Language and Reasoning Models—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CTP A4 Hops0.99—Unverified