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 26–50 of 712 papers

TitleStatusHype
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