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Benchmarks
Incremental Object Detection on PASCAL VOC 10+10 setting 2007 (test)
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88.4
AP50 (Classes 1-10)
P2IOD
62.504
69.227
75.95
82.673
Oct 31, 2025
AP50 (Classes 1-10)
AP50 (Classes 11-20)
AP50 (Classes 1-20)
Updated 3mo ago
Evaluation Results
Method
Method
Links
AP50 (Classes 1-10)
AP50 (Classes 11-20)
AP50 (Classes 1-20)
P2IOD
Pre-training Data=Obje...
2025.10
88.4
91.1
89.8
P2IOD
Pre-training Data=MS COCO
2025.10
82
80.4
81.2
MD-DETR
Pre-training Data=Obje...
2025.10
81.8
87.3
84.6
VLM-PL
2025.10
80.3
76.3
78.3
MD-DETR
Pre-training Data=MS COCO
2025.10
73.1
77.5
73.2
BPF
2025.10
71.7
74
72.9
ABR
2025.10
71.2
72.8
72
Faster ILOD
2025.10
69.8
54.5
62.1
PseudoRM
2025.10
69.1
68.6
68.9
PROB
2025.10
66
67.2
66.5
OW-DETR
2025.10
63.5
67.9
65.7
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