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Few-shot classification on VGG-Flowers
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99.06
Accuracy
WiSE-FT
37.2112
53.2681
69.325
85.3819
Mar 23, 2022
Nov 3, 2022
Jun 17, 2023
Jan 28, 2024
Sep 10, 2024
Apr 23, 2025
Dec 5, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
WiSE-FT
Number of ways=5, Numb...
2023.10
99.06
FD-Align
Number of ways=5, Numb...
2023.10
98.95
CLIP
Number of ways=5, Numb...
2023.10
98.65
WiSE-FT
Number of ways=5, Numb...
2023.10
94.16
FD-Align
Number of ways=5, Numb...
2023.10
93.5
CLIP
Number of ways=5, Numb...
2023.10
90.88
Units-NTS 0.1
Meta-Training=Aircraft...
2022.03
82.78
Units-NTS 0.2
Meta-Training=Aircraft...
2022.03
76.84
Units-NTS
Meta-Training=Aircraft...
2022.03
70.52
Bayesian TAML
Meta-Training=Aircraft...
2022.03
67.72
fo-Proto-MAML
Meta-Training=Aircraft...
2022.03
65.24
MAML
Meta-Training=Aircraft...
2022.03
60.38
Meta-SGD
Meta-Training=Aircraft...
2022.03
59.41
oracle
early-stopping=optimal...
2025.12
40.55
Neural Coherence
early-stopping=Neural...
2025.12
40.09
Baseline
early-stopping=validat...
2025.12
39.59
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