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Benchmarks
Stenosis Detection on Multi-center CAG dataset (test)
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73.1
mAP@0.5
YOLOv8
29.524
40.837
52.15
63.463
May 9, 2026
mAP@0.5
F1 Score
Updated 22d ago
Evaluation Results
Method
Method
Links
mAP@0.5
F1 Score
YOLOv8
Training=Real+Synth
2026.05
73.1
77.9
DINO-DETR
Training=Real+Synth
2026.05
72.5
76.8
RTMDet
Training=Real+Synth
2026.05
68.8
75.4
YOLOv8
Training=Real-only
2026.05
65.4
72.5
DINO-DETR
Training=Real-only
2026.05
63.8
71
RTMDet
Training=Real-only
2026.05
61.5
69.5
YOLOv8
Training=Synth-only
2026.05
58.2
64.8
DINO-DETR
Training=Synth-only
2026.05
56.5
63.5
RTMDet
Training=Synth-only
2026.05
54.8
62.2
Grounding DINO
Training=Real+Synth
2026.05
44.2
58.8
Grounding DINO
Training=Real-only
2026.05
38.5
53.2
Grounding DINO
Training=Synth-only
2026.05
31.2
48.5
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