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Models/YOLOF-DC5

YOLOF-DC5

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· 2021-03-17
62.9
best: 95 (ViTPose (ViTAE-G, ensemble))
You Only Look One-level Feature arXiv:2103.09460
3DonCOCO test-dev
AP75· 2021-03-17
47.5
best: 88.2 (ViTPose (ViTAE-G, ensemble))
You Only Look One-level Feature arXiv:2103.09460
3DonCOCO test-dev
APL· 2021-03-17
60.4
best: 86.5 (PoseBH-H)
You Only Look One-level Feature arXiv:2103.09460
3DonCOCO test-dev
APM· 2021-03-17
48.5
best: 83.8 (4xRSN-50 (ensemble))
You Only Look One-level Feature arXiv:2103.09460
3DonCOCO test-dev
APS· 2021-03-17
24
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
3DonCOCO test-dev
box mAP· 2021-03-17
44.3
best: 66 (Co-DETR)
You Only Look One-level Feature arXiv:2103.09460
2D ClassificationonCOCO test-dev
AP50· 2021-03-17
62.9
best: 82.1 (Plain-DETR (Swin-L))
You Only Look One-level Feature arXiv:2103.09460
2D ClassificationonCOCO test-dev
AP75· 2021-03-17
47.5
best: 71.7 (EVA)
You Only Look One-level Feature arXiv:2103.09460
2D ClassificationonCOCO test-dev
APL· 2021-03-17
60.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
2D ClassificationonCOCO test-dev
APM· 2021-03-17
48.5
best: 67.7 (EVA)
You Only Look One-level Feature arXiv:2103.09460
2D ClassificationonCOCO test-dev
APS· 2021-03-17
24
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
2D ClassificationonCOCO test-dev
box mAP· 2021-03-17
44.3
best: 66 (Co-DETR)
You Only Look One-level Feature arXiv:2103.09460
2D Object DetectiononCOCO test-dev
AP50· 2021-03-17
62.9
best: 82.1 (Plain-DETR (Swin-L))
You Only Look One-level Feature arXiv:2103.09460
2D Object DetectiononCOCO test-dev
AP75· 2021-03-17
47.5
best: 71.7 (EVA)
You Only Look One-level Feature arXiv:2103.09460
2D Object DetectiononCOCO test-dev
APL· 2021-03-17
60.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
2D Object DetectiononCOCO test-dev
APM· 2021-03-17
48.5
best: 67.7 (EVA)
You Only Look One-level Feature arXiv:2103.09460
2D Object DetectiononCOCO test-dev
APS· 2021-03-17
24
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
2D Object DetectiononCOCO test-dev
box mAP· 2021-03-17
44.3
best: 66 (Co-DETR)
You Only Look One-level Feature arXiv:2103.09460
16konCOCO test-dev
AP50· 2021-03-17
62.9
best: 82.1 (Plain-DETR (Swin-L))
You Only Look One-level Feature arXiv:2103.09460
16konCOCO test-dev
AP75· 2021-03-17
47.5
best: 71.7 (EVA)
You Only Look One-level Feature arXiv:2103.09460
16konCOCO test-dev
APL· 2021-03-17
60.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
16konCOCO test-dev
APM· 2021-03-17
48.5
best: 67.7 (EVA)
You Only Look One-level Feature arXiv:2103.09460
16konCOCO test-dev
APS· 2021-03-17
24
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
16konCOCO test-dev
box mAP· 2021-03-17
44.3
best: 66 (Co-DETR)
You Only Look One-level Feature arXiv:2103.09460

Computer Vision6 results

Object DetectiononCOCO test-dev
AP50· 2021-03-17
62.9
best: 82.1 (Plain-DETR (Swin-L))
You Only Look One-level Feature arXiv:2103.09460
Object DetectiononCOCO test-dev
AP75· 2021-03-17
47.5
best: 71.7 (EVA)
You Only Look One-level Feature arXiv:2103.09460
Object DetectiononCOCO test-dev
APL· 2021-03-17
60.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
Object DetectiononCOCO test-dev
APM· 2021-03-17
48.5
best: 67.7 (EVA)
You Only Look One-level Feature arXiv:2103.09460
Object DetectiononCOCO test-dev
APS· 2021-03-17
24
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
You Only Look One-level Feature arXiv:2103.09460
Object DetectiononCOCO test-dev
box mAP· 2021-03-17
44.3
best: 66 (Co-DETR)
You Only Look One-level Feature arXiv:2103.09460