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

Showing 5175 of 483 papers

TitleStatusHype
Graph-Based Social Relation ReasoningCode1
Beyond Graph Neural Networks with Lifted Relational Neural NetworksCode1
GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural NetworksCode1
Relational VAE: A Continuous Latent Variable Model for Graph Structured DataCode1
3D Interaction Geometric Pre-training for Molecular Relational LearningCode1
Heterogeneous Graph Contrastive Learning for RecommendationCode1
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringCode1
Scale-Localized Abstract ReasoningCode1
Inductive Relation Prediction by Subgraph ReasoningCode1
Inductive Relation Prediction by BERTCode1
Self-Supervised Time Series Representation Learning by Inter-Intra Relational ReasoningCode1
Semantic Novelty Detection via Relational ReasoningCode1
Generative Adversarial Zero-Shot Relational Learning for Knowledge GraphsCode1
Learning Symbolic Operators for Task and Motion PlanningCode1
Computer-aided Tuberculosis Diagnosis with Attribute Reasoning AssistanceCode1
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from TextCode1
CORE-Text: Improving Scene Text Detection with Contrastive Relational ReasoningCode1
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question AnsweringCode1
DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act RecognitionCode1
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question AnsweringCode1
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation ExtractionCode1
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image InterpretationCode1
LowFER: Low-rank Bilinear Pooling for Link PredictionCode1
OSL𝛼: Online Structure Learning Using Background Knowledge AxiomatizationCode1
Show:102550
← PrevPage 3 of 20Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CTP A4 Hops0.99Unverified