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Models/Faster RCNN-R101-FPN+

Faster RCNN-R101-FPN+

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· 2020-05-26
63.9
best: 82.1 (EVA)
End-to-End Object Detection with Transformers arXiv:2005.12872
3DonCOCO minival
AP75· 2020-05-26
47.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
3DonCOCO minival
APL· 2020-05-26
56
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
3DonCOCO minival
APM· 2020-05-26
48.1
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
3DonCOCO minival
APS· 2020-05-26
27.2
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
3DonCOCO minival
box AP· 2020-05-26
44
best: 66 (PE_spatial (DETA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D ClassificationonCOCO minival
AP50· 2020-05-26
63.9
best: 82.1 (EVA)
End-to-End Object Detection with Transformers arXiv:2005.12872
2D ClassificationonCOCO minival
AP75· 2020-05-26
47.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D ClassificationonCOCO minival
APL· 2020-05-26
56
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D ClassificationonCOCO minival
APM· 2020-05-26
48.1
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D ClassificationonCOCO minival
APS· 2020-05-26
27.2
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D ClassificationonCOCO minival
box AP· 2020-05-26
44
best: 66 (PE_spatial (DETA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D Object DetectiononCOCO minival
AP50· 2020-05-26
63.9
best: 82.1 (EVA)
End-to-End Object Detection with Transformers arXiv:2005.12872
2D Object DetectiononCOCO minival
AP75· 2020-05-26
47.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D Object DetectiononCOCO minival
APL· 2020-05-26
56
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D Object DetectiononCOCO minival
APM· 2020-05-26
48.1
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D Object DetectiononCOCO minival
APS· 2020-05-26
27.2
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
2D Object DetectiononCOCO minival
box AP· 2020-05-26
44
best: 66 (PE_spatial (DETA))
End-to-End Object Detection with Transformers arXiv:2005.12872
16konCOCO minival
AP50· 2020-05-26
63.9
best: 82.1 (EVA)
End-to-End Object Detection with Transformers arXiv:2005.12872
16konCOCO minival
AP75· 2020-05-26
47.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
16konCOCO minival
APL· 2020-05-26
56
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
16konCOCO minival
APM· 2020-05-26
48.1
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
16konCOCO minival
APS· 2020-05-26
27.2
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
16konCOCO minival
box AP· 2020-05-26
44
best: 66 (PE_spatial (DETA))
End-to-End Object Detection with Transformers arXiv:2005.12872

Computer Vision6 results

Object DetectiononCOCO minival
AP50· 2020-05-26
63.9
best: 82.1 (EVA)
End-to-End Object Detection with Transformers arXiv:2005.12872
Object DetectiononCOCO minival
AP75· 2020-05-26
47.8
best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
Object DetectiononCOCO minival
APL· 2020-05-26
56
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
Object DetectiononCOCO minival
APM· 2020-05-26
48.1
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
Object DetectiononCOCO minival
APS· 2020-05-26
27.2
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
End-to-End Object Detection with Transformers arXiv:2005.12872
Object DetectiononCOCO minival
box AP· 2020-05-26
44
best: 66 (PE_spatial (DETA))
End-to-End Object Detection with Transformers arXiv:2005.12872