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Models/Faster R-CNN (Res2Net-50)

Faster R-CNN (Res2Net-50)

Reported on 30 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· 2019-04-02
53.6
best: 82.1 (EVA)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
3DonCOCO minival
APL· 2019-04-02
51.1
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
3DonCOCO minival
APM· 2019-04-02
38.3
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
3DonCOCO minival
APS· 2019-04-02
14
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
3DonCOCO minival
box AP· 2019-04-02
33.7
best: 66 (PE_spatial (DETA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D ClassificationonCOCO minival
AP50· 2019-04-02
53.6
best: 82.1 (EVA)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D ClassificationonCOCO minival
APL· 2019-04-02
51.1
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D ClassificationonCOCO minival
APM· 2019-04-02
38.3
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D ClassificationonCOCO minival
APS· 2019-04-02
14
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D ClassificationonCOCO minival
box AP· 2019-04-02
33.7
best: 66 (PE_spatial (DETA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D Object DetectiononCOCO minival
AP50· 2019-04-02
53.6
best: 82.1 (EVA)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D Object DetectiononCOCO minival
APL· 2019-04-02
51.1
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D Object DetectiononCOCO minival
APM· 2019-04-02
38.3
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D Object DetectiononCOCO minival
APS· 2019-04-02
14
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
2D Object DetectiononCOCO minival
box AP· 2019-04-02
33.7
best: 66 (PE_spatial (DETA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
16konCOCO minival
AP50· 2019-04-02
53.6
best: 82.1 (EVA)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
16konCOCO minival
APL· 2019-04-02
51.1
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
16konCOCO minival
APM· 2019-04-02
38.3
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
16konCOCO minival
APS· 2019-04-02
14
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
16konCOCO minival
box AP· 2019-04-02
33.7
best: 66 (PE_spatial (DETA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169

Computer Vision10 results

Object DetectiononCOCO minival
AP50· 2019-04-02
53.6
best: 82.1 (EVA)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Object DetectiononCOCO minival
APL· 2019-04-02
51.1
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Object DetectiononCOCO minival
APM· 2019-04-02
38.3
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Object DetectiononCOCO minival
APS· 2019-04-02
14
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Object DetectiononCOCO minival
box AP· 2019-04-02
33.7
best: 66 (PE_spatial (DETA))
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Instance SegmentationonCOCO minival
AP50· 2019-04-02
57.6
best: 80.1 (InternImage-H)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Instance SegmentationonCOCO minival
APL· 2019-04-02
53.7
best: 74.6 (Co-DETR)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Instance SegmentationonCOCO minival
APM· 2019-04-02
37.9
best: 59.7 (Co-DETR)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Instance SegmentationonCOCO minival
APS· 2019-04-02
15.7
best: 38.9 (Co-DETR)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169
Instance SegmentationonCOCO minival
mask AP· 2019-04-02
35.6
best: 56.6 (Co-DETR)
Res2Net: A New Multi-scale Backbone Architecture arXiv:1904.01169