SOTAVerified

Graph Generation

Graph Generation is an important research area with significant applications in drug and material designs.

Source: Graph Deconvolutional Generation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 712 papers

TitleStatusHype
4D Panoptic Scene Graph GenerationCode3
Learning to Compose Dynamic Tree Structures for Visual ContextsCode2
GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph LearningCode2
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language UnderstandingCode2
Generative Diffusion Models on Graphs: Methods and ApplicationsCode2
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language ModelsCode2
Graph Condensation: A SurveyCode2
MolScribe: Robust Molecular Structure Recognition with Image-To-Graph GenerationCode2
DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph RefinementCode2
DeFoG: Discrete Flow Matching for Graph GenerationCode2
REACT: Real-time Efficiency and Accuracy Compromise for Tradeoffs in Scene Graph GenerationCode2
Boosting Knowledge Graph Generation from Tabular Data with RML ViewsCode2
EGTR: Extracting Graph from Transformer for Scene Graph GenerationCode2
FastFlows: Flow-Based Models for Molecular Graph GenerationCode2
STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite ImageryCode2
Geometry-Complete Diffusion for 3D Molecule Generation and OptimizationCode2
Open World Scene Graph Generation using Vision Language ModelsCode2
RelTR: Relation Transformer for Scene Graph GenerationCode2
SGTR+: End-to-end Scene Graph Generation with TransformerCode2
Unbiased Scene Graph Generation from Biased TrainingCode2
LLM-Based Multi-Agent Systems are Scalable Graph Generative ModelsCode2
DiffGraph: Heterogeneous Graph Diffusion ModelCode2
DiGress: Discrete Denoising diffusion for graph generationCode2
RelationField: Relate Anything in Radiance FieldsCode2
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical EnvironmentsCode2
Efficient Initial Pose-graph Generation for Global SfMCode1
Efficient and Scalable Graph Generation through Iterative Local ExpansionCode1
Efficient and Degree-Guided Graph Generation via Discrete Diffusion ModelingCode1
Efficient Graph Generation with Graph Recurrent Attention NetworksCode1
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity UnderstandingCode1
Energy-Based Learning for Scene Graph GenerationCode1
A Graph is Worth K Words: Euclideanizing Graph using Pure TransformerCode1
Adaptive Self-training Framework for Fine-grained Scene Graph GenerationCode1
Dual-branch Hybrid Learning Network for Unbiased Scene Graph GenerationCode1
Dirichlet Graph Variational AutoencoderCode1
3D Vessel Graph Generation Using Denoising DiffusionCode1
AutoKG: Efficient Automated Knowledge Graph Generation for Language ModelsCode1
Discrete-state Continuous-time Diffusion for Graph GenerationCode1
Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and RetentionCode1
Diffusion-based Graph Generative MethodsCode1
Adaptive Graph Convolutional Recurrent Network for Traffic ForecastingCode1
Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning TreesCode1
DIFFVSGG: Diffusion-Driven Online Video Scene Graph GenerationCode1
Data Imputation with Iterative Graph ReconstructionCode1
A Fair Ranking and New Model for Panoptic Scene Graph GenerationCode1
Are scene graphs good enough to improve Image Captioning?Code1
Dense Relational Image Captioning via Multi-task Triple-Stream NetworksCode1
A Review and Efficient Implementation of Scene Graph Generation MetricsCode1
A Simple and Scalable Representation for Graph GenerationCode1
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle TrainingCode1
Show:102550
← PrevPage 1 of 15Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RNNStreetMover0.03—Unverified
2GraphRNNStreetMover0.02—Unverified
3GGT without CAStreetMover0.02—Unverified
4GGTStreetMover0.02—Unverified