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Benchmarks
Image Clustering on UCF-101 (test)
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84.4
NMI
LAIC framework
57.88
64.765
71.65
78.535
Mar 25, 2026
NMI
ACC
ARI
Updated 23d ago
Evaluation Results
Method
Method
Links
NMI
ACC
ARI
LAIC framework
Backbone=ViT-B/32
2026.03
84.4
70.2
61.9
GradNorm
Backbone=ViT-B/32
2026.03
82.9
63.2
53.9
TAC
Backbone=ViT-B/32
2026.03
82.8
68.9
60.6
SIC
Backbone=ViT-B/32
2026.03
81
61.9
52.4
PRO-DSC
Backbone=ViT-B/32
2026.03
81
61.9
52.8
ZS-CLIP
Backbone=ViT-B/32, zer...
2026.03
79.9
63.4
50.2
SCAN
Backbone=ResNet
2026.03
79.7
61.1
53.1
LFSS
Backbone=ResNet
2026.03
58.9
34.5
21.6
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