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Benchmarks
Incremental Object Detection on DOTA-IOD Task 3
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39.4
mAP^A
STAR-IOD
5.6
14.375
23.15
31.925
May 20, 2026
mAP^A
mAP^A_50
mAP^A_75
mAP^P
mAP^P_50
mAP^A_s
mAP^A_m
mAP^A_l
Updated 20d ago
Evaluation Results
Method
Method
Links
mAP^A
mAP^A_50
mAP^A_75
mAP^P
mAP^P_50
mAP^A_s
mAP^A_m
mAP^A_l
STAR-IOD
Baseline=Grounding DINO
2026.05
39.4
65.5
44.1
42.7
63.9
20.3
42.8
48.4
GCD
Baseline=Grounding DINO
2026.05
37.3
64.3
40.9
41.3
62.1
20.6
41.6
45.2
CL-DETR
Baseline=Deformable DETR
2026.05
17.9
29.1
18.5
16.2
24.5
4.8
15.9
29.2
ERD
Baseline=Grounding DINO
2026.05
13.1
23.6
13.1
0.7
1.5
5.9
15.5
18.7
MD-DETR
Baseline=Deformable DETR
2026.05
8.4
14.2
8.6
9.9
15.7
2.7
7.7
15.6
Fine-tuning
Baseline=Grounding DINO
2026.05
6.9
14.9
5.5
1.5
3.3
3.1
8.8
10.1
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