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Benchmarks
Multi-Label Recognition on Open Images ZSL
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20.9
F1@10
C2SRT
0.62
5.885
11.15
16.415
Dec 9, 2024
F1@10
P@10
R@10
P@20
R@20
F1@20
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1@10
P@10
R@10
P@20
R@20
F1@20
mAP
C2SRT
Setting=OV
2024.12
20.9
11.9
87
6.6
94.3
12.4
69
MKT
Setting=OV
2024.12
19.7
11.1
86.8
6.1
94.7
11.4
68.1
CLIP
Setting=OV
2024.12
19.1
10.8
84
5.9
92.1
11.1
66.2
ZS-SDL
Setting=ZS
2024.12
10.7
6.1
47
4.4
68.1
8.3
62.9
(ML)2-Enc
Setting=ZS
2024.12
7.5
-
-
-
-
6.5
65.7
BiAM
Setting=ZS
2024.12
7
3.9
30.7
2.7
41.9
5.5
65.6
LESA
Setting=ZS
2024.12
1.4
0.7
25.6
0.5
37.4
1
41.7
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