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Models/DyHead (Swin-T, multi scale)

DyHead (Swin-T, multi scale)

Reported on 15 benchmarks across 5 tasks · 1 paper · 15 SOTA

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

Methodology12 results

3DonCOCO 2017 val
AP50· 2021-06-15
68
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
3DonCOCO 2017 val
AP75· 2021-06-15
54.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
3DonCOCO 2017 val
APL· 2021-06-15
64.2
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
2D ClassificationonCOCO 2017 val
AP50· 2021-06-15
68
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
2D ClassificationonCOCO 2017 val
AP75· 2021-06-15
54.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
2D ClassificationonCOCO 2017 val
APL· 2021-06-15
64.2
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
2D Object DetectiononCOCO 2017 val
AP50· 2021-06-15
68
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
2D Object DetectiononCOCO 2017 val
AP75· 2021-06-15
54.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
2D Object DetectiononCOCO 2017 val
APL· 2021-06-15
64.2
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
16konCOCO 2017 val
AP50· 2021-06-15
68
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
16konCOCO 2017 val
AP75· 2021-06-15
54.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
16konCOCO 2017 val
APL· 2021-06-15
64.2
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322

Computer Vision3 results

Object DetectiononCOCO 2017 val
AP50· 2021-06-15
68
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
Object DetectiononCOCO 2017 val
AP75· 2021-06-15
54.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322
Object DetectiononCOCO 2017 val
APL· 2021-06-15
64.2
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
SOTA
Dynamic Head: Unifying Object Detection Heads with Attentions arXiv:2106.08322