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Benchmarks
Image Clustering on UCF-101
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82.5
NMI
GradNorm
79.38
80.19
81
81.81
Oct 18, 2023
Feb 16, 2024
Jun 17, 2024
Oct 17, 2024
Feb 16, 2025
Jun 18, 2025
Oct 18, 2025
NMI
Accuracy
ARI
Updated 1mo ago
Evaluation Results
Method
Method
Links
NMI
Accuracy
ARI
GradNorm
2025.10
82.5
62.7
53.2
TAC
Clustering setting=def...
2023.10
82.3
68.7
60.1
TAC
Clustering setting=no...
2023.10
81.6
61.3
52.4
TAC
2025.10
81.6
61.3
52.4
SIC
Clustering setting=def...
2023.10
81
61.9
53.6
SIC
2025.10
81
61.9
53.6
CLIP
Clustering setting=zer...
2023.10
79.9
63.4
50.2
CLIP
Evaluation Protocol=ze...
2025.10
79.9
63.4
50.2
SCAN
Clustering setting=def...
2023.10
79.7
61.1
53.1
SCAN
2025.10
79.7
61.1
53.1
CLIP
Clustering setting=k-m...
2023.10
79.5
58.2
47.6
CLIP
Evaluation Protocol=k-...
2025.10
79.5
58.2
47.6
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