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Object Detection on PASCAL VOC 2007 (test) (AP50 by Area Bin)
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89.1
AP50 (1-10)
P2IOD
66.532
72.391
78.25
84.109
Oct 31, 2025
AP50 (1-10)
AP50 (10-20)
AP50 (1-20)
Updated 3mo ago
Evaluation Results
Method
Method
Links
AP50 (1-10)
AP50 (10-20)
AP50 (1-20)
P2IOD
Pre-training dataset=O...
2025.10
89.1
89.1
89.1
P2IOD
Pre-training dataset=M...
2025.10
81.3
74.2
77.8
MD-DETR
Pre-training dataset=O...
2025.10
80.1
87.5
83.8
BPF
Multi-step setting=10+5+5
2025.10
69.1
68.2
68.7
ABR
Multi-step setting=10+5+5
2025.10
68.7
67.1
67.9
MD-DETR
Pre-training dataset=M...
2025.10
68.5
60.3
60.7
Faster ILOD
Multi-step setting=10+5+5
2025.10
68.3
57.9
63.1
VLM-PL
Multi-step setting=10+5+5
2025.10
67.9
67.9
67.9
MMA
Multi-step setting=10+5+5
2025.10
67.4
60.5
64
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