Recall@50: 32.9Recall@100: 36.0mean Recall @100: 14.1R@100: 36.0
Papers with Code · CC BY-SA 4.0
Scene Graph Generation
A scene graph is a structured representation of an image, where nodes in a scene graph correspond to object bounding boxes with their object categories, and edges correspond to their pairwise relationships between objects. The task of Scene Graph Generation is to generate a visually-grounded scene graph that most accurately correlates with an image.
<span class="description-source">Source: Scene Graph Generation by Iterative Message Passing </span>
논문
zR@20: 14.22zR@50: 25.43zR@100: 35.65
F1: 0.901
Top-5 Accuracy: 0.87
F1: 0.75
mean Recall @20: 11.63mean Recall @100: 17.24
mean Recall @20: 7.9
Recall@50: 31.74mean Recall @20: 7.1
R@100: 39.12
Recall@50: 18.32
Recall@50: 23.5Recall@100: 27.2mean Recall @100: 18.0
Recall@50: 28.9
Recall@50: 11.4
Recall@50: 27.1
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms
F1: 0.88
Recall@50: 27.9
F1: 0.90
NeuSyRE: Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
R@100: 39.1mR@100: 12.6mR@50: 10.9
Recall@50: 27.7Recall@20: 21.6
F1: 0.91
Recall@50: 23.0mean Recall @20: 12.3mean Recall @100: 19.2mR@100: 19.2
Recall@50: 25.4
Recall@50: 10.72
Recall@50: 28.2Recall@20: 22.2Recall@100: 31.4
Recall@50: 31.93mean Recall @20: 6.9
Recall@50: 18.16