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Models/Mr. DETR (Swin-L, 1x, 5cale)

Mr. DETR (Swin-L, 1x, 5cale)

Reported on 30 benchmarks across 5 tasks · 1 paper · 30 SOTA

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

Methodology24 results

3DonCOCO 2017 val
AP· uses extra data· 2024-12-13
61.8
best: 72.2 (LOGO-CAP (Ours) HRNet-W48)
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
3DonCOCO 2017 val
AP50· uses extra data· 2024-12-13
79
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
3DonCOCO 2017 val
AP75· uses extra data· 2024-12-13
67.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
3DonCOCO 2017 val
APL· uses extra data· 2024-12-13
75.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
3DonCOCO 2017 val
APM· uses extra data· 2024-12-13
65.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
3DonCOCO 2017 val
APS· uses extra data· 2024-12-13
47.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D ClassificationonCOCO 2017 val
AP· uses extra data· 2024-12-13
61.8
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D ClassificationonCOCO 2017 val
AP50· uses extra data· 2024-12-13
79
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D ClassificationonCOCO 2017 val
AP75· uses extra data· 2024-12-13
67.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D ClassificationonCOCO 2017 val
APL· uses extra data· 2024-12-13
75.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D ClassificationonCOCO 2017 val
APM· uses extra data· 2024-12-13
65.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D ClassificationonCOCO 2017 val
APS· uses extra data· 2024-12-13
47.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D Object DetectiononCOCO 2017 val
AP· uses extra data· 2024-12-13
61.8
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D Object DetectiononCOCO 2017 val
AP50· uses extra data· 2024-12-13
79
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D Object DetectiononCOCO 2017 val
AP75· uses extra data· 2024-12-13
67.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D Object DetectiononCOCO 2017 val
APL· uses extra data· 2024-12-13
75.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D Object DetectiononCOCO 2017 val
APM· uses extra data· 2024-12-13
65.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
2D Object DetectiononCOCO 2017 val
APS· uses extra data· 2024-12-13
47.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
16konCOCO 2017 val
AP· uses extra data· 2024-12-13
61.8
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
16konCOCO 2017 val
AP50· uses extra data· 2024-12-13
79
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
16konCOCO 2017 val
AP75· uses extra data· 2024-12-13
67.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
16konCOCO 2017 val
APL· uses extra data· 2024-12-13
75.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
16konCOCO 2017 val
APM· uses extra data· 2024-12-13
65.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
16konCOCO 2017 val
APS· uses extra data· 2024-12-13
47.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028

Computer Vision6 results

Object DetectiononCOCO 2017 val
AP· uses extra data· 2024-12-13
61.8
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
Object DetectiononCOCO 2017 val
AP50· uses extra data· 2024-12-13
79
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
Object DetectiononCOCO 2017 val
AP75· uses extra data· 2024-12-13
67.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
Object DetectiononCOCO 2017 val
APL· uses extra data· 2024-12-13
75.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
Object DetectiononCOCO 2017 val
APM· uses extra data· 2024-12-13
65.6
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028
Object DetectiononCOCO 2017 val
APS· uses extra data· 2024-12-13
47.7
SOTA
Mr. DETR: Instructive Multi-Route Training for Detection Transformers arXiv:2412.10028