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Benchmarks
Base-to-novel generalization on SS v2
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18.3
Top-1 Acc (Base)
FROSTER
4.364
7.982
11.6
15.218
Apr 15, 2024
Top-1 Acc (Base)
Top-1 Acc (Novel)
Top-1 Acc (HM)
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc (Base)
Top-1 Acc (Novel)
Top-1 Acc (HM)
FROSTER
Text Augmentation=LLM-...
2024.04
18.3
12.2
14.6
TC-CLIP
Text Augmentation=Orig...
2024.04
17.5
13.4
15.2
TC-CLIP
Text Augmentation=LLM-...
2024.04
17.5
13.4
15.2
ViFi-CLIP
Text Augmentation=Orig...
2024.04
16.2
12.1
13.9
Open-VCLIP
Text Augmentation=Orig...
2024.04
16
11
13
ActionCLIP
Text Augmentation=Orig...
2024.04
13.3
10.1
11.5
X-CLIP
Text Augmentation=Orig...
2024.04
8.5
6.6
7.4
A5
Text Augmentation=Orig...
2024.04
8.3
5.3
6.4
Vanilla CLIP
Text Augmentation=Orig...
2024.04
4.9
5.3
5.1
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