SOTAVerified

Graph Generation

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

Source: Graph Deconvolutional Generation

Papers

Showing 76100 of 712 papers

TitleStatusHype
Less is More: Toward Zero-Shot Local Scene Graph Generation via Foundation ModelsCode1
Node-Aligned Graph-to-Graph (NAG2G): Elevating Template-Free Deep Learning Approaches in Single-Step RetrosynthesisCode1
Spatial-Temporal Knowledge-Embedded Transformer for Video Scene Graph GenerationCode1
Zero-Shot Scene Graph Generation via Triplet Calibration and ReductionCode1
Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph EngineeringCode1
Vision Relation Transformer for Unbiased Scene Graph GenerationCode1
RLIPv2: Fast Scaling of Relational Language-Image Pre-trainingCode1
Compositional Feature Augmentation for Unbiased Scene Graph GenerationCode1
Panoptic Scene Graph Generation with Semantics-Prototype LearningCode1
Pair then Relation: Pair-Net for Panoptic Scene Graph GenerationCode1
Autoregressive Diffusion Model for Graph GenerationCode1
IntelliGraphs: Datasets for Benchmarking Knowledge Graph GenerationCode1
SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph GenerationCode1
Manga109Dialog: A Large-scale Dialogue Dataset for Comics Speaker DetectionCode1
Hyperbolic Graph Diffusion ModelCode1
HiGen: Hierarchical Graph Generative NetworksCode1
Graph Generation with K^2-treesCode1
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMsCode1
Learning Joint 2D & 3D Diffusion Models for Complete Molecule GenerationCode1
MolHF: A Hierarchical Normalizing Flow for Molecular Graph GenerationCode1
Efficient and Degree-Guided Graph Generation via Discrete Diffusion ModelingCode1
Unbiased Scene Graph Generation in VideosCode1
SPAN: Learning Similarity between Scene Graphs and Images with TransformersCode1
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open WorldCode1
Location-Free Scene Graph GenerationCode1
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Benchmark Results

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