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Benchmarks
Multi-label Classification on Open Images GZSL
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40.9
F1 Score @ K=10
C2SRT
13.756
20.803
27.85
34.897
Dec 9, 2024
F1 Score @ K=10
Precision @ K=10
Recall @ K=10
Precision @ K=20
Recall @ K=20
F1 Score @ K=20
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score @ K=10
Precision @ K=10
Recall @ K=10
Precision @ K=20
Recall @ K=20
F1 Score @ K=20
mAP
C2SRT
Setting=OV
2024.12
40.9
38.2
44.1
25.2
60
35.5
82.1
MKT
Setting=OV
2024.12
40.5
37.8
43.6
25.4
58.5
35.4
81.4
CLIP
Setting=OV
2024.12
40.2
37.5
43.3
25.4
58.7
35.4
77.5
ZS-SDL
Setting=ZS
2024.12
37.8
25.3
40.8
23.6
54.5
32.9
75.3
(ML)2-Enc
Setting=ZS
2024.12
27.6
-
-
-
-
24.1
79.9
LESA
Setting=ZS
2024.12
17.4
16.2
18.9
10.2
23.9
14.3
45.4
BiAM
Setting=ZS
2024.12
14.8
13.8
15.9
9.7
22.3
14.8
81.7
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