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Models/MI-DETR (Swin-L 1x)

MI-DETR (Swin-L 1x)

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 2017 val
AP· 2025-03-03
58.2
best: 72.2 (LOGO-CAP (Ours) HRNet-W48)
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
3DonCOCO 2017 val
AP50· 2025-03-03
76.5
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
3DonCOCO 2017 val
AP75· 2025-03-03
63.4
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
3DonCOCO 2017 val
APL· 2025-03-03
74.6
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
3DonCOCO 2017 val
APM· 2025-03-03
62.8
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
3DonCOCO 2017 val
APS· 2025-03-03
42.5
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D ClassificationonCOCO 2017 val
AP· 2025-03-03
58.2
best: 61.8 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D ClassificationonCOCO 2017 val
AP50· 2025-03-03
76.5
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D ClassificationonCOCO 2017 val
AP75· 2025-03-03
63.4
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D ClassificationonCOCO 2017 val
APL· 2025-03-03
74.6
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D ClassificationonCOCO 2017 val
APM· 2025-03-03
62.8
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D ClassificationonCOCO 2017 val
APS· 2025-03-03
42.5
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D Object DetectiononCOCO 2017 val
AP· 2025-03-03
58.2
best: 61.8 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D Object DetectiononCOCO 2017 val
AP50· 2025-03-03
76.5
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D Object DetectiononCOCO 2017 val
AP75· 2025-03-03
63.4
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D Object DetectiononCOCO 2017 val
APL· 2025-03-03
74.6
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D Object DetectiononCOCO 2017 val
APM· 2025-03-03
62.8
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
2D Object DetectiononCOCO 2017 val
APS· 2025-03-03
42.5
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
16konCOCO 2017 val
AP· 2025-03-03
58.2
best: 61.8 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
16konCOCO 2017 val
AP50· 2025-03-03
76.5
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
16konCOCO 2017 val
AP75· 2025-03-03
63.4
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
16konCOCO 2017 val
APL· 2025-03-03
74.6
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
16konCOCO 2017 val
APM· 2025-03-03
62.8
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
16konCOCO 2017 val
APS· 2025-03-03
42.5
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463

Computer Vision6 results

Object DetectiononCOCO 2017 val
AP· 2025-03-03
58.2
best: 61.8 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
Object DetectiononCOCO 2017 val
AP50· 2025-03-03
76.5
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
Object DetectiononCOCO 2017 val
AP75· 2025-03-03
63.4
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
Object DetectiononCOCO 2017 val
APL· 2025-03-03
74.6
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
Object DetectiononCOCO 2017 val
APM· 2025-03-03
62.8
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463
Object DetectiononCOCO 2017 val
APS· 2025-03-03
42.5
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism arXiv:2503.01463