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SOTA Extreme Multi-label Classification benchmarks and papers with code | Wizwand
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Extreme Multi-label Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Amazon-670K
ELIAS++
P@1
53.02
63
1mo ago
Amazon-3M
ELIAS++
Precision@1
54.28
44
1mo ago
Wiki 500K
ELIAS++
P@1
81.26
30
4mo ago
LF-Wikipedia-500K-10
NGAME
Precision@1
0.8186
24
1mo ago
LF-WikiHierarchy-550K-10
NGAME+IRENE
Precision@1
91.33
24
1mo ago
LF-AOL-270K-10
ANCE+IRENE
P@1
36.84
24
1mo ago
AmazonCat-13K
PfastreXML
PSP@1
69.52
21
4mo ago
Wiki10-31K
PfastreXML
PSP@1
19.02
21
4mo ago
AmazonCat-13K legacy (test)
CascadeXML
Precision@1
0.969
11
4mo ago
Wiki10-31K legacy (test)
CascadeXML
P@1
89.74
11
4mo ago
LF-WikiSeeAlso-320K
RENEE (Dense)
P@1
47.9
9
4mo ago
Amazon-670K large scale XMC (test)
XR-Transformer*
PSP@1
36.16
9
4mo ago
LF-Paper2Keywords 8.6M
HASTE
Precision@1
47.5
8
1mo ago
LF-WikiSeeAlso-320K (test)
RENEE
Precision@1
47.9
8
1mo ago
Amazon-3M (test)
HASTE
PSP@1
15.9
8
1mo ago
Amazon-670K
XR-Transformer
Training Time (hours)
10.5
8
4mo ago
AmazonCat 13K
XR-Transformer
Training Time (hours)
13.2
8
4mo ago
Eurlex-4K
XR-Transformer
Training Time (hours)
0.8
8
4mo ago
AmazonTitles 1.3M LF (test)
DEXML
P@1
58.4
6
1mo ago
Amazon-3M
XR-Transformer
Training Time (hours)
29.3
6
4mo ago
Wiki10-31K (test)
ATTENTIONXML
PSP@1
0.162
5
4mo ago
LF-Paper2Keywords 8.6M (test)
HASTE
PSP@1
6.7
4
1mo ago
Wiki-500K (train)
AttentionXML
Training Time (hours)
37.6
4
4mo ago
Wiki10-31K (train)
AttentionXML
Training time (hours)
1.5
4
4mo ago
Amazon-670K
LightXML-1
Inference Time (ms/sample)
23.3
4
4mo ago
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