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 51–75 of 712 papers

TitleStatusHype
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical EnvironmentsCode2
Unbiased Video Scene Graph Generation via Visual and Semantic Dual Debiasing—0
Scale-Free Graph-Language ModelsCode1
Weakly Supervised Video Scene Graph Generation via Natural Language SupervisionCode1
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph GenerationCode0
FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching—0
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge—0
Private Synthetic Graph Generation and Fused Gromov-Wasserstein Distance—0
Beyond Pairwise: Global Zero-shot Temporal Graph Generation—0
Leveraging V2X for Collaborative HD Maps Construction Using Scene Graph Generation—0
HOG-Diff: Higher-Order Guided Diffusion for Graph GenerationCode1
Flatten Graphs as Sequences: Transformers are Scalable Graph Generators—0
Towards Fast Graph Generation via Autoregressive Noisy Filtration ModelingCode0
Do Graph Diffusion Models Accurately Capture and Generate Substructure Distributions?—0
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms—0
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation—0
DiffGraph: Heterogeneous Graph Diffusion ModelCode2
Graph Generative Pre-trained Transformer—0
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene—0
Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation—0
Navigating the Unseen: Zero-shot Scene Graph Generation via Capsule-Based Equivariant Features—0
GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning—0
Relation-aware Hierarchical Prompt for Open-vocabulary Scene Graph Generation—0
KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis—0
Training-free Heterogeneous Graph Condensation via Data SelectionCode0
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Benchmark Results

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