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Benchmarks
Oriented Object Detection on DOTA long-tailed
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79.4
mAP (Head)
LoRA w/ debLoRA
70.664
72.932
75.2
77.468
Oct 6, 2024
mAP (Head)
mAP (Middle)
mAP (Tail)
mAP (Average)
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP (Head)
mAP (Middle)
mAP (Tail)
mAP (Average)
LoRA w/ debLoRA
adaptation=LoRA, long-...
2024.10
79.4
88.5
73.2
80.4
LoRA w/ ECM
adaptation=LoRA, long-...
2024.10
78.1
87.4
68.5
78
LoRA
adaptation=LoRA
2024.10
77.5
86.3
66.5
76.7
Fine-Tune
adaptation=Fine-Tune
2024.10
76.3
84.9
64.3
75.2
LoRA w/ Reweight
adaptation=LoRA, long-...
2024.10
74.3
86.8
66.9
76
Zero-Shot
adaptation=Zero-Shot
2024.10
71
73.7
55.9
66.9
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