ML Research Wiki / Benchmarks / Single-View 3D Reconstruction / ShapeNetCore

ShapeNetCore

Single-View 3D Reconstruction Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: 3DIoU

Top Performing Models

Rank Model Paper 3DIoU Date Code
1 DISN DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction 0.57 2019-05-26 📦 laughtervv/DISN 📦 Xharlie/DISN 📦 Xharlie/ShapenetRender_more_variation
2 OccNet DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction 0.56 2019-05-26 📦 laughtervv/DISN 📦 Xharlie/DISN 📦 Xharlie/ShapenetRender_more_variation
3 IMNET DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction 0.55 2019-05-26 📦 laughtervv/DISN 📦 Xharlie/DISN 📦 Xharlie/ShapenetRender_more_variation
4 3DN DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction 0.49 2019-05-26 📦 laughtervv/DISN 📦 Xharlie/DISN 📦 Xharlie/ShapenetRender_more_variation
5 Pxl2mesh DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction 0.47 2019-05-26 📦 laughtervv/DISN 📦 Xharlie/DISN 📦 Xharlie/ShapenetRender_more_variation
6 AtlasNet DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction 0.00 2019-05-26 📦 laughtervv/DISN 📦 Xharlie/DISN 📦 Xharlie/ShapenetRender_more_variation

All Papers (6)

laughtervv/DISN Xharlie/DISN Xharlie/ShapenetRender_more_variation
laughtervv/DISN Xharlie/DISN Xharlie/ShapenetRender_more_variation
laughtervv/DISN Xharlie/DISN Xharlie/ShapenetRender_more_variation
laughtervv/DISN Xharlie/DISN Xharlie/ShapenetRender_more_variation
laughtervv/DISN Xharlie/DISN Xharlie/ShapenetRender_more_variation
laughtervv/DISN Xharlie/DISN Xharlie/ShapenetRender_more_variation