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Benchmarks
Open World Object Detection (Task 3) on M-OWODB
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53.4
Previous mAP
DEUS
37.592
41.696
45.8
49.904
Mar 31, 2026
Previous mAP
Current mAP
Known mAP
U-Recall
H-Score
Updated 18d ago
Evaluation Results
Method
Method
Links
Previous mAP
Current mAP
Known mAP
U-Recall
H-Score
DEUS
2026.03
53.4
43.3
50.1
69
58
OrthogonalDet
Reproduced=true
2026.03
50.9
40.1
47.3
28.7
35.7
O1O
2026.03
50
36.5
45.5
49.5
47.4
PROB
Reproduced=true
2026.03
49.6
33.5
44.2
29.3
35.2
OWOBJ
2026.03
44.8
27.8
38.8
25.1
30.5
CAT
2026.03
42.8
18.7
34.8
24.4
28.7
OW-DETR
2026.03
38.3
15.8
30.8
5.7
9.6
ORE
2026.03
38.2
12.7
29.7
3.9
6.9
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