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Models/Relation-DETR (ResNet50 1x)

Relation-DETR (ResNet50 1x)

Reported on 60 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.

Methodology48 results

3DonSA-Det-100k
AP· 2024-07-16
45
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonSA-Det-100k
AP50· 2024-07-16
53.1
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonSA-Det-100k
AP75· 2024-07-16
48.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonSA-Det-100k
APL· 2024-07-16
62.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonSA-Det-100k
APM· 2024-07-16
44.4
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonSA-Det-100k
APS· 2024-07-16
6
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonSA-Det-100k
AP· 2024-07-16
45
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonSA-Det-100k
AP50· 2024-07-16
53.1
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonSA-Det-100k
AP75· 2024-07-16
48.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonSA-Det-100k
APL· 2024-07-16
62.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonSA-Det-100k
APM· 2024-07-16
44.4
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonSA-Det-100k
APS· 2024-07-16
6
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononSA-Det-100k
AP· 2024-07-16
45
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononSA-Det-100k
AP50· 2024-07-16
53.1
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononSA-Det-100k
AP75· 2024-07-16
48.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononSA-Det-100k
APL· 2024-07-16
62.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononSA-Det-100k
APM· 2024-07-16
44.4
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononSA-Det-100k
APS· 2024-07-16
6
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konSA-Det-100k
AP· 2024-07-16
45
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konSA-Det-100k
AP50· 2024-07-16
53.1
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konSA-Det-100k
AP75· 2024-07-16
48.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konSA-Det-100k
APL· 2024-07-16
62.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konSA-Det-100k
APM· 2024-07-16
44.4
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konSA-Det-100k
APS· 2024-07-16
6
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonCOCO 2017 val
AP· 2024-07-16
51.7
best: 72.2 (LOGO-CAP (Ours) HRNet-W48)
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonCOCO 2017 val
AP50· 2024-07-16
69.1
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonCOCO 2017 val
AP75· 2024-07-16
56.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonCOCO 2017 val
APL· 2024-07-16
66.1
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonCOCO 2017 val
APM· 2024-07-16
55.6
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
3DonCOCO 2017 val
APS· 2024-07-16
36.1
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonCOCO 2017 val
AP· 2024-07-16
51.7
best: 61.8 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonCOCO 2017 val
AP50· 2024-07-16
69.1
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonCOCO 2017 val
AP75· 2024-07-16
56.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonCOCO 2017 val
APL· 2024-07-16
66.1
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonCOCO 2017 val
APM· 2024-07-16
55.6
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D ClassificationonCOCO 2017 val
APS· 2024-07-16
36.1
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononCOCO 2017 val
AP· 2024-07-16
51.7
best: 61.8 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononCOCO 2017 val
AP50· 2024-07-16
69.1
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononCOCO 2017 val
AP75· 2024-07-16
56.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononCOCO 2017 val
APL· 2024-07-16
66.1
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononCOCO 2017 val
APM· 2024-07-16
55.6
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
2D Object DetectiononCOCO 2017 val
APS· 2024-07-16
36.1
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konCOCO 2017 val
AP· 2024-07-16
51.7
best: 61.8 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konCOCO 2017 val
AP50· 2024-07-16
69.1
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konCOCO 2017 val
AP75· 2024-07-16
56.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konCOCO 2017 val
APL· 2024-07-16
66.1
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konCOCO 2017 val
APM· 2024-07-16
55.6
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
16konCOCO 2017 val
APS· 2024-07-16
36.1
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699

Computer Vision12 results

Object DetectiononSA-Det-100k
AP· 2024-07-16
45
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononSA-Det-100k
AP50· 2024-07-16
53.1
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononSA-Det-100k
AP75· 2024-07-16
48.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononSA-Det-100k
APL· 2024-07-16
62.9
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononSA-Det-100k
APM· 2024-07-16
44.4
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononSA-Det-100k
APS· 2024-07-16
6
SOTA
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononCOCO 2017 val
AP· 2024-07-16
51.7
best: 61.8 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononCOCO 2017 val
AP50· 2024-07-16
69.1
best: 79 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononCOCO 2017 val
AP75· 2024-07-16
56.3
best: 67.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononCOCO 2017 val
APL· 2024-07-16
66.1
best: 75.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononCOCO 2017 val
APM· 2024-07-16
55.6
best: 65.6 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699
Object DetectiononCOCO 2017 val
APS· 2024-07-16
36.1
best: 47.7 (Mr. DETR (Swin-L, 1x, 5cale))
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection arXiv:2407.11699