Submitted by Nikolaos Gkanatsios.

Submission data

Full nameBEAUTY-DETR
DescriptionDETR-based architecture with iterative bottom-up and top-down attention on language, boxes and point features. Decodes boxes instead of selecting from a pool of proposals.
Publication titleLooking Outside the Box to Ground Language in 3D Scenes
Publication authorsAyush Jain, Nikolaos Gkanatsios, Ishita Mediratta, Katerina Fragkiadaki
Publication URLhttps://arxiv.org/abs/2112.08879
Input Data TypesUses XYZ coordinates,Uses RGB values
Programming language(s)Python
HardwareNVIDIA-A100
Source code or download URLhttps://github.com/nickgkan/beauty_detr
Submission creation date13 Apr, 2022
Last edited13 Apr, 2022

Localization

Unique Unique Multiple Multiple Overall Overall
acc@0.25IoUacc@0.5IoUacc@0.25IoUacc@0.5IoUacc@0.25IoUacc@0.5IoU
0.78480.54990.39340.24800.48110.3157