Benchmarking Panoptic Scene Graph Generation (PSG), ECCV'22

RelTR: Relation Transformer for Scene Graph Generation: https://arxiv.org/abs/2201.11460v2

Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

Code for Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR 2019)

[ICCV 2023] RLIPv2: Fast Scaling of Relational Language-Image Pre-training

Benchmarking Panoptic Video Scene Graph Generation (PVSG), CVPR'23

Official implementation of "Recovering the Unbiased Scene Graphs from the Biased Ones" (ACMMM 2021)

[CVPR 2024 Best paper award candidate] EGTR: Extracting Graph from Transformer for Scene Graph Generation

The toolkit for scene graph generation

This is a repository for listing papers on scene graph generation and application.

Oriented object detection on STAR dataset.

[CVPR 2021] Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis (official pytorch implementation)

Improving Visual Relation Detection using Depth Maps (ICPR 2020)

Official code of the paper 4D-OR: Semantic Scene Graphs for OR Domain Modeling accepted at MICCAI 2022. This repo includes both the dataset and our code.

Official implementation of BGNN(CVPR 2021)

[WACV 2025] This is the official implementation of the paper "Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge" in PyTorch.

The official code for "Visual Relationship Detection with Visual-Linguistic Knowledge from Multimodal Representations" (IEEE Access, 2021)