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Models/Focal-Stable-DINO (Focal-Huge, no TTA)

Focal-Stable-DINO (Focal-Huge, no TTA)

Reported on 70 benchmarks across 5 tasks · 1 paper · 29 SOTA

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

Methodology56 results

3DonCOCO test-dev
APS· 2023-04-25
48.6
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO minival
AP75· uses extra data· 2023-04-25
71.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO minival
APM· uses extra data· 2023-04-25
68.5
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO minival
APS· uses extra data· 2023-04-25
50.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO minival
Params (M)· uses extra data· 2023-04-25
689
best: 1900 (PE_spatial (DETA))
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO test-dev
APL· 2023-04-25
78
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO test-dev
APS· 2023-04-25
48.6
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO minival
AP75· uses extra data· 2023-04-25
71.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO minival
APM· uses extra data· 2023-04-25
68.5
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO minival
APS· uses extra data· 2023-04-25
50.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO minival
Params (M)· uses extra data· 2023-04-25
689
best: 1900 (PE_spatial (DETA))
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO test-dev
APL· 2023-04-25
78
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO test-dev
APS· 2023-04-25
48.6
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO minival
AP75· uses extra data· 2023-04-25
71.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO minival
APM· uses extra data· 2023-04-25
68.5
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO minival
APS· uses extra data· 2023-04-25
50.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO minival
Params (M)· uses extra data· 2023-04-25
689
best: 1900 (PE_spatial (DETA))
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO test-dev
APL· 2023-04-25
78
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO test-dev
APS· 2023-04-25
48.6
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO minival
AP75· uses extra data· 2023-04-25
71.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO minival
APM· uses extra data· 2023-04-25
68.5
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO minival
APS· uses extra data· 2023-04-25
50.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO minival
Params (M)· uses extra data· 2023-04-25
689
best: 1900 (PE_spatial (DETA))
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO test-dev
AP50· 2023-04-25
81.7
best: 95 (ViTPose (ViTAE-G, ensemble))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO test-dev
AP75· 2023-04-25
71.5
best: 88.2 (ViTPose (ViTAE-G, ensemble))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO test-dev
APL· 2023-04-25
78
best: 86.5 (PoseBH-H)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO test-dev
APM· 2023-04-25
67.6
best: 83.8 (4xRSN-50 (ensemble))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO test-dev
Params (M)· 2023-04-25
689
best: 3000 (SwinV2-G (HTC++))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO test-dev
box mAP· 2023-04-25
64.8
best: 66 (Co-DETR)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO minival
AP50· uses extra data· 2023-04-25
81.5
best: 82.1 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO minival
APL· uses extra data· 2023-04-25
78.5
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
3DonCOCO minival
box AP· uses extra data· 2023-04-25
64.6
best: 66 (PE_spatial (DETA))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO test-dev
AP50· 2023-04-25
81.7
best: 82.1 (Plain-DETR (Swin-L))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO test-dev
AP75· 2023-04-25
71.5
best: 71.7 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO test-dev
APM· 2023-04-25
67.6
best: 67.7 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO test-dev
Params (M)· 2023-04-25
689
best: 3000 (SwinV2-G (HTC++))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO test-dev
box mAP· 2023-04-25
64.8
best: 66 (Co-DETR)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO minival
AP50· uses extra data· 2023-04-25
81.5
best: 82.1 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO minival
APL· uses extra data· 2023-04-25
78.5
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D ClassificationonCOCO minival
box AP· uses extra data· 2023-04-25
64.6
best: 66 (PE_spatial (DETA))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO test-dev
AP50· 2023-04-25
81.7
best: 82.1 (Plain-DETR (Swin-L))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO test-dev
AP75· 2023-04-25
71.5
best: 71.7 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO test-dev
APM· 2023-04-25
67.6
best: 67.7 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO test-dev
Params (M)· 2023-04-25
689
best: 3000 (SwinV2-G (HTC++))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO test-dev
box mAP· 2023-04-25
64.8
best: 66 (Co-DETR)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO minival
AP50· uses extra data· 2023-04-25
81.5
best: 82.1 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO minival
APL· uses extra data· 2023-04-25
78.5
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
2D Object DetectiononCOCO minival
box AP· uses extra data· 2023-04-25
64.6
best: 66 (PE_spatial (DETA))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO test-dev
AP50· 2023-04-25
81.7
best: 82.1 (Plain-DETR (Swin-L))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO test-dev
AP75· 2023-04-25
71.5
best: 71.7 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO test-dev
APM· 2023-04-25
67.6
best: 67.7 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO test-dev
Params (M)· 2023-04-25
689
best: 3000 (SwinV2-G (HTC++))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO test-dev
box mAP· 2023-04-25
64.8
best: 66 (Co-DETR)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO minival
AP50· uses extra data· 2023-04-25
81.5
best: 82.1 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO minival
APL· uses extra data· 2023-04-25
78.5
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
16konCOCO minival
box AP· uses extra data· 2023-04-25
64.6
best: 66 (PE_spatial (DETA))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027

Computer Vision14 results

Object DetectiononCOCO test-dev
APL· 2023-04-25
78
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO test-dev
APS· 2023-04-25
48.6
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO minival
AP75· uses extra data· 2023-04-25
71.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO minival
APM· uses extra data· 2023-04-25
68.5
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO minival
APS· uses extra data· 2023-04-25
50.4
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO minival
Params (M)· uses extra data· 2023-04-25
689
best: 1900 (PE_spatial (DETA))
SOTA
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO test-dev
AP50· 2023-04-25
81.7
best: 82.1 (Plain-DETR (Swin-L))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO test-dev
AP75· 2023-04-25
71.5
best: 71.7 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO test-dev
APM· 2023-04-25
67.6
best: 67.7 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO test-dev
Params (M)· 2023-04-25
689
best: 3000 (SwinV2-G (HTC++))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO test-dev
box mAP· 2023-04-25
64.8
best: 66 (Co-DETR)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO minival
AP50· uses extra data· 2023-04-25
81.5
best: 82.1 (EVA)
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO minival
APL· uses extra data· 2023-04-25
78.5
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027
Object DetectiononCOCO minival
box AP· uses extra data· 2023-04-25
64.6
best: 66 (PE_spatial (DETA))
A Strong and Reproducible Object Detector with Only Public Datasets arXiv:2304.13027