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Benchmarks
Image Classification on UCF-101 (test)
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90.67
Accuracy
Linear Probe
56.9636
65.7143
74.465
83.2157
Mar 14, 2025
May 4, 2025
Jun 25, 2025
Aug 16, 2025
Oct 6, 2025
Nov 27, 2025
Jan 18, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Linear Probe
Interpretability=false...
2026.01
90.67
PCBM-ReD
Interpretability=true,...
2026.01
90.38
LaBo
Interpretability=true,...
2026.01
90.11
2SFS
Backbone=ViT-L/14, Sho...
2025.03
89.5
Res-CBM
Interpretability=true,...
2026.01
88.37
2SFS
Backbone=ViT-B/16, Sho...
2025.03
86.6
2SFS
Backbone=ViT-B/32, Sho...
2025.03
82.3
CuPL
Interpretability=false...
2026.01
76
PCBM-ReD + CuPL
Interpretability=true,...
2026.01
75.91
PCBM-ReD
Interpretability=true,...
2026.01
75.36
CLIP
Interpretability=false...
2026.01
75.31
CLIP-Refine
Backbone=ViT-B/32, Eva...
2025.04
61.85
HyCD
Backbone=ViT-B/32, Eva...
2025.04
61.7
Self-KD
Backbone=ViT-B/32, Eva...
2025.04
60.16
Pre-trained
Backbone=ViT-B/32, Eva...
2025.04
59.9
m²-mix
Backbone=ViT-B/32, Eva...
2025.04
58.76
HyCD + Lalign
Backbone=ViT-B/32, Eva...
2025.04
58.55
Contrastive
Backbone=ViT-B/32, Eva...
2025.04
58.26
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