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Benchmarks
Incremental Object Detection on DOTA-IOD Task 2
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42.4
mAP (All)
STAR-IOD
16.504
23.227
29.95
36.673
May 20, 2026
mAP (All)
mAP@0.50 (All)
mAP (Progressive)
mAP@0.50 (Progressive)
Updated 20d ago
Evaluation Results
Method
Method
Links
mAP (All)
mAP@0.50 (All)
mAP (Progressive)
mAP@0.50 (Progressive)
STAR-IOD
Baseline=Grounding DINO
2026.05
42.4
67.8
49.1
76.6
GCD
Baseline=Grounding DINO
2026.05
42.1
67.3
47.5
75.6
CL-DETR
Baseline=Deformable DETR
2026.05
27.3
43.1
23.4
39.2
ERD
Baseline=Grounding DINO
2026.05
26.3
27.2
4.46
8.3
Fine-tuning
Baseline=Grounding DINO
2026.05
21.7
37.2
12.5
22.5
MD-DETR
Baseline=Deformable DETR
2026.05
17.5
30.9
0.7
1.6
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