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.

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

Official implementation of BGNN(CVPR 2021)

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