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/Faster R-CNN (HRNetV2p-W18)

Faster R-CNN (HRNetV2p-W18)

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· 2019-08-20
58.9
best: 82.1 (EVA)
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
3DonCOCO minival
AP75· 2019-08-20
41.5
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
3DonCOCO minival
APL· 2019-08-20
49.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
3DonCOCO minival
APM· 2019-08-20
40.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
3DonCOCO minival
APS· 2019-08-20
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
3DonCOCO minival
box AP· 2019-08-20
38
best: 66 (PE_spatial (DETA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D ClassificationonCOCO minival
AP50· 2019-08-20
58.9
best: 82.1 (EVA)
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D ClassificationonCOCO minival
AP75· 2019-08-20
41.5
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D ClassificationonCOCO minival
APL· 2019-08-20
49.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D ClassificationonCOCO minival
APM· 2019-08-20
40.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D ClassificationonCOCO minival
APS· 2019-08-20
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D ClassificationonCOCO minival
box AP· 2019-08-20
38
best: 66 (PE_spatial (DETA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D Object DetectiononCOCO minival
AP50· 2019-08-20
58.9
best: 82.1 (EVA)
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D Object DetectiononCOCO minival
AP75· 2019-08-20
41.5
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D Object DetectiononCOCO minival
APL· 2019-08-20
49.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D Object DetectiononCOCO minival
APM· 2019-08-20
40.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D Object DetectiononCOCO minival
APS· 2019-08-20
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
2D Object DetectiononCOCO minival
box AP· 2019-08-20
38
best: 66 (PE_spatial (DETA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
16konCOCO minival
AP50· 2019-08-20
58.9
best: 82.1 (EVA)
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
16konCOCO minival
AP75· 2019-08-20
41.5
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
16konCOCO minival
APL· 2019-08-20
49.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
16konCOCO minival
APM· 2019-08-20
40.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
16konCOCO minival
APS· 2019-08-20
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
16konCOCO minival
box AP· 2019-08-20
38
best: 66 (PE_spatial (DETA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919

Computer Vision6 results

Object DetectiononCOCO minival
AP50· 2019-08-20
58.9
best: 82.1 (EVA)
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
Object DetectiononCOCO minival
AP75· 2019-08-20
41.5
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
Object DetectiononCOCO minival
APL· 2019-08-20
49.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
Object DetectiononCOCO minival
APM· 2019-08-20
40.8
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
Object DetectiononCOCO minival
APS· 2019-08-20
22.6
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919
Object DetectiononCOCO minival
box AP· 2019-08-20
38
best: 66 (PE_spatial (DETA))
Deep High-Resolution Representation Learning for Visual Recognition arXiv:1908.07919