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
GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph LearningCode2
DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph RefinementCode2
Open World Scene Graph Generation using Vision Language ModelsCode2
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical EnvironmentsCode2
DiffGraph: Heterogeneous Graph Diffusion ModelCode2
RelationField: Relate Anything in Radiance FieldsCode2
LLM-Based Multi-Agent Systems are Scalable Graph Generative ModelsCode2
DeFoG: Discrete Flow Matching for Graph GenerationCode2
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language UnderstandingCode2
STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite ImageryCode2
REACT: Real-time Efficiency and Accuracy Compromise for Tradeoffs in Scene Graph GenerationCode2
EGTR: Extracting Graph from Transformer for Scene Graph GenerationCode2
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language ModelsCode2
SGTR+: End-to-end Scene Graph Generation with TransformerCode2
Graph Condensation: A SurveyCode2
Boosting Knowledge Graph Generation from Tabular Data with RML ViewsCode2
Geometry-Complete Diffusion for 3D Molecule Generation and OptimizationCode2
Generative Diffusion Models on Graphs: Methods and ApplicationsCode2
DiGress: Discrete Denoising diffusion for graph generationCode2
MolScribe: Robust Molecular Structure Recognition with Image-To-Graph GenerationCode2
FastFlows: Flow-Based Models for Molecular Graph GenerationCode2
RelTR: Relation Transformer for Scene Graph GenerationCode2
Unbiased Scene Graph Generation from Biased TrainingCode2
Learning to Compose Dynamic Tree Structures for Visual ContextsCode2
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity UnderstandingCode1
Directed Graph Grammars for Sequence-based LearningCode1
Fine-Grained Evaluation of Large Vision-Language Models in Autonomous DrivingCode1
DIFFVSGG: Diffusion-Driven Online Video Scene Graph GenerationCode1
Weakly Supervised Video Scene Graph Generation via Natural Language SupervisionCode1
Scale-Free Graph-Language ModelsCode1
HOG-Diff: Higher-Order Guided Diffusion for Graph GenerationCode1
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype LearningCode1
Large Language Models as Realistic Microservice Trace GeneratorsCode1
ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language ModelsCode1
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph GenerationCode1
Scene Graph Generation with Role-Playing Large Language ModelsCode1
Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic PlanningCode1
HYGENE: A Diffusion-based Hypergraph Generation MethodCode1
GSDiff: Synthesizing Vector Floorplans via Geometry-enhanced Structural Graph GenerationCode1
Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph GenerationCode1
OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal ModelsCode1
A Fair Ranking and New Model for Panoptic Scene Graph GenerationCode1
Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning TreesCode1
3D Vessel Graph Generation Using Denoising DiffusionCode1
Generative Modelling of Structurally Constrained GraphsCode1
Advancing Graph Generation through Beta DiffusionCode1
Large Language Models for Constrained-Based Causal DiscoveryCode1
Combinatorial Complex Score-based Diffusion Modelling through Stochastic Differential EquationsCode1
Leveraging Predicate and Triplet Learning for Scene Graph GenerationCode1
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Benchmark Results

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