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Few-shot classification on CIFAR-FS (5-way, 1-shot and 5-shot)

91.35Accuracy (5-way 1-shot)

Ours-PCA 512

18.893237.704156.51575.3259Mar 21, 2021Jan 28, 2022Dec 7, 2022Oct 16, 2023Aug 24, 2024Jul 3, 2025May 13, 2026
Updated 19d ago

Evaluation Results

MethodLinks
2026.05
91.3597.53
2026.05
90.9297.66
2026.05
90.7197.14
2026.05
89.5996.45
2022.04
87.790.7
2026.05
85.5996.53
2026.05
84.6490.81
2026.05
84.3489.11
2022.04
84.392.2
2026.05
82.5889.42
2026.05
82.1888.24
2026.05
81.7696.71
2022.04
81.192.5
2026.05
80.6286.22
2026.05
80.0890.63
2022.04
8085.3
2021.06
79.291
2026.05
78.4586
2026.05
78.3788.84
2021.06
77.990.2
2026.05
77.7688.9
2022.04
77.686.1
2021.06
77.589.1
2022.04
76.685.8
2021.03
76.5885.79
2021.06
76.488.4
2026.05
75.688.2
2022.10
75.487.5
2021.03
75.2885.95
2026.05
75.1995.56
2022.10
74.986.2
2022.10
74.587.1
2026.05
74.588.76
2021.03
74.2783.89
2022.10
73.986.9
2022.10
73.886
2022.04
73.784
2022.04
73.686.1
2021.03
73.5185.49
2026.05
72.884.3
2021.03
72.684.3
2022.10
72.684.3
2021.03
72.283.5
2026.05
72.283.5
2021.06
7284.2
2022.04
7284.3
2024.02
70.3981.56
2021.06
69.284.7
2022.10
69.284.7
2021.06
65.379.4
2021.03
65.379.4
2022.10
65.379.4
2021.06
58.971.5
2022.10
58.971.5
2021.06
55.572
2021.03
55.572
2022.10
55.572
2024.02
55.0470.62
2021.06
5569.3
2021.03
5569.3
2022.10
5569.3
2024.02
54.6573.7
2024.02
54.5671.19
2024.02
52.7367.81
2024.02
51.3366.73
2024.02
50.4867.83
2024.02
50.4265.91
2022.04
49.468.2
2021.06
46.4763.22
2024.05
39.1352.58
2024.05
38.6651.95
2024.05
37.6651.16
2024.05
36.5647.31
2024.05
30.4336.21
2024.05
29.134.33
2024.05
28.5934.77
2024.05
23.9627.04
2024.05
21.6825.05