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Benchmarks
Image Classification on ImageNet-K 1.0 (test)
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51.59
Top-1 Accuracy
AWT
46.9516
48.1558
49.36
50.5642
Jul 5, 2024
Top-1 Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
AWT
Shots=16
2024.07
51.59
PromptAlign
Shots=16
2024.07
50.23
POMP
Shots=16
2024.07
49.74
PromptSRC
Shots=16
2024.07
49.55
DiffTPT + CoOp
Shots=16
2024.07
49.5
TPT + CoOp
Shots=16
2024.07
49.29
MaPLe
Shots=16
2024.07
49.15
KgCoOp
Shots=16
2024.07
48.97
CoCoOp
Shots=16
2024.07
48.75
TPT + CoCoOp
Shots=16
2024.07
48.47
CoOp
Shots=16
2024.07
47.99
ProGrad
Shots=16
2024.07
47.61
DiffTPT + CoCoOp
Shots=16
2024.07
47.5
PLOT++
Shots=16
2024.07
47.13
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