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Models/TAL + TAP

TAL + TAP

Reported on 15 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.

Methodology12 results

3DonCOCO test-dev
AP50· 2021-08-17
60.3
best: 95 (ViTPose (ViTAE-G, ensemble))
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
3DonCOCO test-dev
AP75· 2021-08-17
46.4
best: 88.2 (ViTPose (ViTAE-G, ensemble))
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
3DonCOCO test-dev
box mAP· 2021-08-17
42.5
best: 66 (Co-DETR)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
2D ClassificationonCOCO test-dev
AP50· 2021-08-17
60.3
best: 82.1 (Plain-DETR (Swin-L))
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
2D ClassificationonCOCO test-dev
AP75· 2021-08-17
46.4
best: 71.7 (EVA)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
2D ClassificationonCOCO test-dev
box mAP· 2021-08-17
42.5
best: 66 (Co-DETR)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
2D Object DetectiononCOCO test-dev
AP50· 2021-08-17
60.3
best: 82.1 (Plain-DETR (Swin-L))
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
2D Object DetectiononCOCO test-dev
AP75· 2021-08-17
46.4
best: 71.7 (EVA)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
2D Object DetectiononCOCO test-dev
box mAP· 2021-08-17
42.5
best: 66 (Co-DETR)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
16konCOCO test-dev
AP50· 2021-08-17
60.3
best: 82.1 (Plain-DETR (Swin-L))
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
16konCOCO test-dev
AP75· 2021-08-17
46.4
best: 71.7 (EVA)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
16konCOCO test-dev
box mAP· 2021-08-17
42.5
best: 66 (Co-DETR)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755

Computer Vision3 results

Object DetectiononCOCO test-dev
AP50· 2021-08-17
60.3
best: 82.1 (Plain-DETR (Swin-L))
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
Object DetectiononCOCO test-dev
AP75· 2021-08-17
46.4
best: 71.7 (EVA)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755
Object DetectiononCOCO test-dev
box mAP· 2021-08-17
42.5
best: 66 (Co-DETR)
TOOD: Task-aligned One-stage Object Detection arXiv:2108.07755