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Models/Cascade R-CNN-FPN (ResNet-101, map-guided)

Cascade R-CNN-FPN (ResNet-101, map-guided)

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 test-dev
AP50· 2019-08-21
64.2
best: 95 (ViTPose (ViTAE-G, ensemble))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
3DonCOCO test-dev
AP75· 2019-08-21
50
best: 88.2 (ViTPose (ViTAE-G, ensemble))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
3DonCOCO test-dev
APL· 2019-08-21
58.6
best: 86.5 (PoseBH-H)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
3DonCOCO test-dev
APM· 2019-08-21
49
best: 83.8 (4xRSN-50 (ensemble))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
3DonCOCO test-dev
APS· 2019-08-21
26.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
3DonCOCO test-dev
box mAP· 2019-08-21
45.9
best: 66 (Co-DETR)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D ClassificationonCOCO test-dev
AP50· 2019-08-21
64.2
best: 82.1 (Plain-DETR (Swin-L))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D ClassificationonCOCO test-dev
AP75· 2019-08-21
50
best: 71.7 (EVA)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D ClassificationonCOCO test-dev
APL· 2019-08-21
58.6
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D ClassificationonCOCO test-dev
APM· 2019-08-21
49
best: 67.7 (EVA)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D ClassificationonCOCO test-dev
APS· 2019-08-21
26.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D ClassificationonCOCO test-dev
box mAP· 2019-08-21
45.9
best: 66 (Co-DETR)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D Object DetectiononCOCO test-dev
AP50· 2019-08-21
64.2
best: 82.1 (Plain-DETR (Swin-L))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D Object DetectiononCOCO test-dev
AP75· 2019-08-21
50
best: 71.7 (EVA)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D Object DetectiononCOCO test-dev
APL· 2019-08-21
58.6
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D Object DetectiononCOCO test-dev
APM· 2019-08-21
49
best: 67.7 (EVA)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D Object DetectiononCOCO test-dev
APS· 2019-08-21
26.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
2D Object DetectiononCOCO test-dev
box mAP· 2019-08-21
45.9
best: 66 (Co-DETR)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
16konCOCO test-dev
AP50· 2019-08-21
64.2
best: 82.1 (Plain-DETR (Swin-L))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
16konCOCO test-dev
AP75· 2019-08-21
50
best: 71.7 (EVA)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
16konCOCO test-dev
APL· 2019-08-21
58.6
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
16konCOCO test-dev
APM· 2019-08-21
49
best: 67.7 (EVA)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
16konCOCO test-dev
APS· 2019-08-21
26.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
16konCOCO test-dev
box mAP· 2019-08-21
45.9
best: 66 (Co-DETR)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801

Computer Vision6 results

Object DetectiononCOCO test-dev
AP50· 2019-08-21
64.2
best: 82.1 (Plain-DETR (Swin-L))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
Object DetectiononCOCO test-dev
AP75· 2019-08-21
50
best: 71.7 (EVA)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
Object DetectiononCOCO test-dev
APL· 2019-08-21
58.6
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
Object DetectiononCOCO test-dev
APM· 2019-08-21
49
best: 67.7 (EVA)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
Object DetectiononCOCO test-dev
APS· 2019-08-21
26.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801
Object DetectiononCOCO test-dev
box mAP· 2019-08-21
45.9
best: 66 (Co-DETR)
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting arXiv:1908.07801