SOTAVerified

Graph Generation

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

Source: Graph Deconvolutional Generation

Papers

Showing 676700 of 712 papers

TitleStatusHype
Edge-based sequential graph generation with recurrent neural networksCode0
GraphNVP: An Invertible Flow Model for Generating Molecular GraphsCode0
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed GraphsCode0
GraphGen-Redux: a Fast and Lightweight Recurrent Model for labeled Graph GenerationCode0
Scene Graph Generation from Objects, Phrases and Region CaptionsCode0
Graph Edit NetworksCode0
Weakly-Supervised 3D Scene Graph Generation via Visual-Linguistic Assisted Pseudo-labelingCode0
Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph GenerationCode0
DSGG: Dense Relation Transformer for an End-to-end Scene Graph GenerationCode0
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from TextCode0
GraphEBM: Molecular Graph Generation with Energy-Based ModelsCode0
Scene Graph Modification Based on Natural Language CommandsCode0
Benchmark for Research Theme Classification of Scholarly DocumentsCode0
Graph Convolutional Policy Network for Goal-Directed Molecular Graph GenerationCode0
SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph RetrievalCode0
TG-GAN: Continuous-time Temporal Graph Generation with Deep Generative ModelsCode0
Gradient-Guided Importance Sampling for Learning Binary Energy-Based ModelsCode0
TGG: Transferable Graph Generation for Zero-shot and Few-shot LearningCode0
Aesthetic Discrimination of Graph LayoutsCode0
Gradient-Guided Importance Sampling for Learning Discrete Energy-Based ModelsCode0
A Diffusion Model for Event Skeleton GenerationCode0
Disentangled Dynamic Graph Deep GenerationCode0
Diffusion Twigs with Loop Guidance for Conditional Graph GenerationCode0
The Limited Multi-Label Projection LayerCode0
GPT4SGG: Synthesizing Scene Graphs from Holistic and Region-specific NarrativesCode0
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Benchmark Results

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