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/HoughNet (HG-104, MS)

HoughNet (HG-104, MS)

Reported on 30 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.

Methodology24 results

3DonCOCO minival
AP50· 2020-07-05
64.6
best: 82.1 (EVA)
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
3DonCOCO minival
AP75· 2020-07-05
50.3
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
3DonCOCO minival
APL· 2020-07-05
59.7
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
3DonCOCO minival
APM· 2020-07-05
48.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
3DonCOCO minival
APS· 2020-07-05
30
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
3DonCOCO minival
box AP· 2020-07-05
46.1
best: 66 (PE_spatial (DETA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D ClassificationonCOCO minival
AP50· 2020-07-05
64.6
best: 82.1 (EVA)
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D ClassificationonCOCO minival
AP75· 2020-07-05
50.3
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D ClassificationonCOCO minival
APL· 2020-07-05
59.7
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D ClassificationonCOCO minival
APM· 2020-07-05
48.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D ClassificationonCOCO minival
APS· 2020-07-05
30
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D ClassificationonCOCO minival
box AP· 2020-07-05
46.1
best: 66 (PE_spatial (DETA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D Object DetectiononCOCO minival
AP50· 2020-07-05
64.6
best: 82.1 (EVA)
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D Object DetectiononCOCO minival
AP75· 2020-07-05
50.3
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D Object DetectiononCOCO minival
APL· 2020-07-05
59.7
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D Object DetectiononCOCO minival
APM· 2020-07-05
48.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D Object DetectiononCOCO minival
APS· 2020-07-05
30
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
2D Object DetectiononCOCO minival
box AP· 2020-07-05
46.1
best: 66 (PE_spatial (DETA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
16konCOCO minival
AP50· 2020-07-05
64.6
best: 82.1 (EVA)
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
16konCOCO minival
AP75· 2020-07-05
50.3
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
16konCOCO minival
APL· 2020-07-05
59.7
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
16konCOCO minival
APM· 2020-07-05
48.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
16konCOCO minival
APS· 2020-07-05
30
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
16konCOCO minival
box AP· 2020-07-05
46.1
best: 66 (PE_spatial (DETA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355

Computer Vision6 results

Object DetectiononCOCO minival
AP50· 2020-07-05
64.6
best: 82.1 (EVA)
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
Object DetectiononCOCO minival
AP75· 2020-07-05
50.3
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
Object DetectiononCOCO minival
APL· 2020-07-05
59.7
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
Object DetectiononCOCO minival
APM· 2020-07-05
48.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
Object DetectiononCOCO minival
APS· 2020-07-05
30
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355
Object DetectiononCOCO minival
box AP· 2020-07-05
46.1
best: 66 (PE_spatial (DETA))
HoughNet: Integrating near and long-range evidence for bottom-up object detection arXiv:2007.02355