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Benchmarks
Incremental Object Detection on COCO 20-20 multi-step
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58.3
AP
YOLO-IOD
33.236
39.743
46.25
52.757
Dec 28, 2025
AP
Relative Gap
Updated 3mo ago
Evaluation Results
Method
Method
Links
AP
Relative Gap
YOLO-IOD
Detector=YOLO-Word(X),...
2025.12
58.3
-
RGR
Detector=YOLO-Word(X),...
2025.12
56.2
-
ERD
Detector=YOLO-Word(X),...
2025.12
55.1
-
YOLO-IOD
Detector=YOLO-Word(X),...
2025.12
51.7
5.1
RGR
Detector=YOLO-Word(X),...
2025.12
48.1
11.7
ERD
Detector=YOLO-Word(X),...
2025.12
44.1
19.1
CL-DETR
Detector=Deformable DE...
2025.12
34.2
27.2
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