SOTAVerified|Agents Browse Leaderboard About

Graph Generation

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

Source: Graph Deconvolutional Generation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 261–270 of 712 papers

Title	Date	Tasks	Status	Hype	Score
MALOnt: An Ontology for Malware Threat Intelligence	Jun 20, 2020	Decision MakingGraph Generation	CodeCode Available	0	5
LTLBench: Towards Benchmarks for Evaluating Temporal Logic Reasoning in Large Language Models	Jul 7, 2024	Graph Generation	CodeCode Available	0	5
Let There Be Order: Rethinking Ordering in Autoregressive Graph Generation	May 24, 2023	Dimensionality ReductionGraph Generation	CodeCode Available	0	5
Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation	Aug 7, 2023	Graph GenerationObject	CodeCode Available	0	5
LinkNet: Relational Embedding for Scene Graph	Nov 15, 2018	Graph GenerationScene Graph Generation	CodeCode Available	0	5
An Unpooling Layer for Graph Generation	Jun 4, 2022	DecoderGenerative Adversarial Network	CodeCode Available	0	5
Encoding Robust Representation for Graph Generation	Sep 28, 2018	DecoderGraph Generation	CodeCode Available	0	5
Cascading Large Language Models for Salient Event Graph Generation	Jun 26, 2024	Graph GenerationLanguage Modeling	CodeCode Available	0	5
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study	May 26, 2025	Graph GenerationScene Graph Generation	CodeCode Available	0	5
Balanced Graph Structure Learning for Multivariate Time Series Forecasting	Jan 24, 2022	Graph GenerationGraph Learning	CodeCode Available	0	5

Show:10 25 50

← PrevPage 27 of 72Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	RNN	StreetMover	0.03	—	Unverified
2	GraphRNN	StreetMover	0.02	—	Unverified
3	GGT without CA	StreetMover	0.02	—	Unverified
4	GGT	StreetMover	0.02	—	Unverified