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Benchmarks
Open-World Object Detection on OWOD Task 3
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28.3
U-R
BOUND
2.612
9.281
15.95
22.619
Oct 10, 2025
U-R
mAP
HAcc
Updated 1mo ago
Evaluation Results
Method
Method
Links
U-R
mAP
HAcc
BOUND
2025.10
28.3
45.8
5
PROB
2025.10
24.8
42
-
BOUND
2025.10
22
36.8
28.6
PROB
2025.10
19.6
36
-
ALLOW-DETR
2025.10
14.3
38
-
OCPL
2025.10
11.9
30.7
-
2B-OCD
2025.10
11.6
29.2
-
UC-OWOD
2025.10
8.7
24.6
-
RandBox
2025.10
7.8
39.4
-
OW-DETR
2025.10
6.9
38.5
-
OW-DETR
2025.10
5.7
30.8
-
ORE-EBUI
2025.10
3.9
29.7
-
ORE-EBUI
2025.10
3.6
33.7
-
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