Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/KPConvX-L

KPConvX-L

Reported on 14 benchmarks across 5 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Shape Representation Of 3D Point CloudsonScanObjectNN
Mean Accuracy· 2024-05-21
88.1
best: 93.8 (GPSFormer)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
Shape Representation Of 3D Point CloudsonScanObjectNN
Overall Accuracy· 2024-05-21
89.3
best: 97.2 (OmniVec2)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
3D Point Cloud ClassificationonScanObjectNN
Mean Accuracy· 2024-05-21
88.1
best: 93.8 (GPSFormer)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
3D Point Cloud ClassificationonScanObjectNN
Overall Accuracy· 2024-05-21
89.3
best: 97.2 (OmniVec2)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
3D Point Cloud ReconstructiononScanObjectNN
Mean Accuracy· 2024-05-21
88.1
best: 93.8 (GPSFormer)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
3D Point Cloud ReconstructiononScanObjectNN
Overall Accuracy· 2024-05-21
89.3
best: 97.2 (OmniVec2)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194

Medical4 results

Semantic SegmentationonScanNet
val mIoU· 2024-05-21
76.3
best: 80.5 (DITR)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
Semantic SegmentationonS3DIS Area5
mAcc· 2024-05-21
78.7
best: 81.6 (Sonata + PTv3)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
Semantic SegmentationonS3DIS Area5
mIoU· 2024-05-21
73.5
best: 76 (Sonata + PTv3)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
Semantic SegmentationonS3DIS Area5
oAcc· 2024-05-21
91.7
best: 93 (Sonata + PTv3)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194

Audio4 results

10-shot image generationonScanNet
val mIoU· 2024-05-21
76.3
best: 80.5 (DITR)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
10-shot image generationonS3DIS Area5
mAcc· 2024-05-21
78.7
best: 81.6 (Sonata + PTv3)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
10-shot image generationonS3DIS Area5
mIoU· 2024-05-21
73.5
best: 76 (Sonata + PTv3)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194
10-shot image generationonS3DIS Area5
oAcc· 2024-05-21
91.7
best: 93 (Sonata + PTv3)
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention arXiv:2405.13194