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/ResNeSt-200 (single-scale)

ResNeSt-200 (single-scale)

Reported on 26 benchmarks across 6 tasks · 1 paper

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

Methodology20 results

3DonCOCO minival
AP50· 2020-04-19
68.78
best: 82.1 (EVA)
ResNeSt: Split-Attention Networks arXiv:2004.08955
3DonCOCO minival
AP75· 2020-04-19
55.17
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
3DonCOCO minival
APL· 2020-04-19
63.9
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
3DonCOCO minival
APM· 2020-04-19
54.2
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
3DonCOCO minival
box AP· 2020-04-19
50.54
best: 66 (PE_spatial (DETA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D ClassificationonCOCO minival
AP50· 2020-04-19
68.78
best: 82.1 (EVA)
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D ClassificationonCOCO minival
AP75· 2020-04-19
55.17
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D ClassificationonCOCO minival
APL· 2020-04-19
63.9
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D ClassificationonCOCO minival
APM· 2020-04-19
54.2
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D ClassificationonCOCO minival
box AP· 2020-04-19
50.54
best: 66 (PE_spatial (DETA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D Object DetectiononCOCO minival
AP50· 2020-04-19
68.78
best: 82.1 (EVA)
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D Object DetectiononCOCO minival
AP75· 2020-04-19
55.17
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D Object DetectiononCOCO minival
APL· 2020-04-19
63.9
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D Object DetectiononCOCO minival
APM· 2020-04-19
54.2
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
2D Object DetectiononCOCO minival
box AP· 2020-04-19
50.54
best: 66 (PE_spatial (DETA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
16konCOCO minival
AP50· 2020-04-19
68.78
best: 82.1 (EVA)
ResNeSt: Split-Attention Networks arXiv:2004.08955
16konCOCO minival
AP75· 2020-04-19
55.17
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
16konCOCO minival
APL· 2020-04-19
63.9
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
16konCOCO minival
APM· 2020-04-19
54.2
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
16konCOCO minival
box AP· 2020-04-19
50.54
best: 66 (PE_spatial (DETA))
ResNeSt: Split-Attention Networks arXiv:2004.08955

Computer Vision6 results

Object DetectiononCOCO minival
AP50· 2020-04-19
68.78
best: 82.1 (EVA)
ResNeSt: Split-Attention Networks arXiv:2004.08955
Object DetectiononCOCO minival
AP75· 2020-04-19
55.17
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
Object DetectiononCOCO minival
APL· 2020-04-19
63.9
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
Object DetectiononCOCO minival
APM· 2020-04-19
54.2
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
Object DetectiononCOCO minival
box AP· 2020-04-19
50.54
best: 66 (PE_spatial (DETA))
ResNeSt: Split-Attention Networks arXiv:2004.08955
Instance SegmentationonCOCO minival
mask AP· 2020-04-19
44.21
best: 56.6 (Co-DETR)
ResNeSt: Split-Attention Networks arXiv:2004.08955