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/HDFNet

HDFNet

Reported on 14 benchmarks across 8 tasks · 1 paper · 9 SOTA

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

Methodology9 results

3DonNJU2K
Average MAE· 2020-07-13
0.037
best: 0.023 (DFormer-L)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
2D ClassificationonNJU2K
Average MAE· 2020-07-13
0.037
best: 0.023 (DFormer-L)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
2D Object DetectiononNJU2K
Average MAE· 2020-07-13
0.037
best: 0.023 (DFormer-L)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
2D Object DetectiononRGB-T-Glass-Segmentation
MAE· 2020-07-13
0.048
best: 0.024 (RGB-T-Glass-Segmentation)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
16konNJU2K
Average MAE· 2020-07-13
0.037
best: 0.023 (DFormer-L)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
3DonNJU2K
S-Measure· 2020-07-13
91.1
best: 93.7 (DFormer-L)
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
2D ClassificationonNJU2K
S-Measure· 2020-07-13
91.1
best: 93.7 (DFormer-L)
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
2D Object DetectiononNJU2K
S-Measure· 2020-07-13
91.1
best: 93.7 (DFormer-L)
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
16konNJU2K
S-Measure· 2020-07-13
91.1
best: 93.7 (DFormer-L)
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227

Computer Vision3 results

Object DetectiononNJU2K
Average MAE· 2020-07-13
0.037
best: 0.023 (DFormer-L)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
Scene SegmentationonRGB-T-Glass-Segmentation
MAE· 2020-07-13
0.048
best: 0.024 (RGB-T-Glass-Segmentation)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227
Object DetectiononNJU2K
S-Measure· 2020-07-13
91.1
best: 93.7 (DFormer-L)
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227

Medical1 result

Semantic SegmentationonRGB-T-Glass-Segmentation
MAE· 2020-07-13
0.048
best: 0.024 (RGB-T-Glass-Segmentation)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227

Audio1 result

10-shot image generationonRGB-T-Glass-Segmentation
MAE· 2020-07-13
0.048
best: 0.024 (RGB-T-Glass-Segmentation)
SOTA
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection arXiv:2007.06227