OpenCodePapers

3d-object-recognition-on-modelnet40

Object Recognition3D Object Recognition
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeAccuracyModelNameReleaseDate
R2-MLP: Round-Roll MLP for Multi-View 3D Object Recognition✓ Link97.7%R2-MLP-362022-11-20
MVT: Multi-view Vision Transformer for 3D Object Recognition✓ Link97.5%MVT-small2021-10-25
Volumetric and Multi-View CNNs for Object Classification on 3D Data✓ Link93.8%MVCNN-MultiRes2016-04-12
MeshWalker: Deep Mesh Understanding by Random Walks✓ Link92.3%MeshWalker (ours)2020-06-09
FPNN: Field Probing Neural Networks for 3D Data✓ Link88.4%FPNN (4-FCs + NF)2016-05-20
Learning a Hierarchical Latent-Variable Model of 3D Shapes✓ Link84.5%Variational Shape Learner2017-05-17