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Models/Cascade RCNN-RS (SpineNet-143L, single scale)

Cascade RCNN-RS (SpineNet-143L, single scale)

Reported on 20 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.

Methodology16 results

3DonCOCO minival
APL· 2021-06-30
70.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
3DonCOCO minival
APM· 2021-06-30
56.7
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
3DonCOCO minival
APS· 2021-06-30
34.5
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
3DonCOCO minival
box AP· 2021-06-30
53.6
best: 66 (PE_spatial (DETA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
2D ClassificationonCOCO minival
APL· 2021-06-30
70.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
2D ClassificationonCOCO minival
APM· 2021-06-30
56.7
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
2D ClassificationonCOCO minival
APS· 2021-06-30
34.5
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
2D ClassificationonCOCO minival
box AP· 2021-06-30
53.6
best: 66 (PE_spatial (DETA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
2D Object DetectiononCOCO minival
APL· 2021-06-30
70.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
2D Object DetectiononCOCO minival
APM· 2021-06-30
56.7
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
2D Object DetectiononCOCO minival
APS· 2021-06-30
34.5
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
2D Object DetectiononCOCO minival
box AP· 2021-06-30
53.6
best: 66 (PE_spatial (DETA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
16konCOCO minival
APL· 2021-06-30
70.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
16konCOCO minival
APM· 2021-06-30
56.7
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
16konCOCO minival
APS· 2021-06-30
34.5
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
16konCOCO minival
box AP· 2021-06-30
53.6
best: 66 (PE_spatial (DETA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057

Computer Vision4 results

Object DetectiononCOCO minival
APL· 2021-06-30
70.6
best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
Object DetectiononCOCO minival
APM· 2021-06-30
56.7
best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
Object DetectiononCOCO minival
APS· 2021-06-30
34.5
best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057
Object DetectiononCOCO minival
box AP· 2021-06-30
53.6
best: 66 (PE_spatial (DETA))
Simple Training Strategies and Model Scaling for Object Detection arXiv:2107.00057