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/Mask R-CNN (ResNeXt-152 + 1 NL)

Mask R-CNN (ResNeXt-152 + 1 NL)

Reported on 15 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology12 results

3DonCOCO minival
AP50· 2017-11-21
67.8
best: 82.1 (EVA)
SOTA
Non-local Neural Networks arXiv:1711.07971
2D ClassificationonCOCO minival
AP50· 2017-11-21
67.8
best: 82.1 (EVA)
SOTA
Non-local Neural Networks arXiv:1711.07971
2D Object DetectiononCOCO minival
AP50· 2017-11-21
67.8
best: 82.1 (EVA)
SOTA
Non-local Neural Networks arXiv:1711.07971
16konCOCO minival
AP50· 2017-11-21
67.8
best: 82.1 (EVA)
SOTA
Non-local Neural Networks arXiv:1711.07971
3DonCOCO minival
AP75· 2017-11-21
48.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Non-local Neural Networks arXiv:1711.07971
3DonCOCO minival
box AP· 2017-11-21
45
best: 66 (PE_spatial (DETA))
Non-local Neural Networks arXiv:1711.07971
2D ClassificationonCOCO minival
AP75· 2017-11-21
48.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Non-local Neural Networks arXiv:1711.07971
2D ClassificationonCOCO minival
box AP· 2017-11-21
45
best: 66 (PE_spatial (DETA))
Non-local Neural Networks arXiv:1711.07971
2D Object DetectiononCOCO minival
AP75· 2017-11-21
48.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Non-local Neural Networks arXiv:1711.07971
2D Object DetectiononCOCO minival
box AP· 2017-11-21
45
best: 66 (PE_spatial (DETA))
Non-local Neural Networks arXiv:1711.07971
16konCOCO minival
AP75· 2017-11-21
48.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Non-local Neural Networks arXiv:1711.07971
16konCOCO minival
box AP· 2017-11-21
45
best: 66 (PE_spatial (DETA))
Non-local Neural Networks arXiv:1711.07971

Computer Vision3 results

Object DetectiononCOCO minival
AP50· 2017-11-21
67.8
best: 82.1 (EVA)
SOTA
Non-local Neural Networks arXiv:1711.07971
Object DetectiononCOCO minival
AP75· 2017-11-21
48.9
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Non-local Neural Networks arXiv:1711.07971
Object DetectiononCOCO minival
box AP· 2017-11-21
45
best: 66 (PE_spatial (DETA))
Non-local Neural Networks arXiv:1711.07971