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Zero-Shot Learning on CUB

87.7Top-1 Accuracy

ZeroDiff++

54.31662.98371.6580.317Dec 4, 2017Apr 16, 2019Aug 27, 2020Jan 8, 2022May 21, 2023Oct 1, 2024Feb 12, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2026.02
87.7
2026.02
87.5
2026.02
86.8
2026.02
85.8
2020.03
85.1
2026.02
85.1
2026.02
85.1
2026.02
84.6
2026.02
84.5
2026.02
83.9
2019.03
82.6
2020.03
82.6
2026.02
80.9
2024.04
78.9
2026.02
78.9
2026.02
78.8
2026.02
78.3
2022.07
77.8
2024.04
77.8
2021.03
77.5
2022.07
77.5
2022.07
76.8
2024.04
76.8
2026.02
76.7
2022.07
76.1
2022.07
76.1
2024.04
76.1
2022.04
75
2020.03
74.7
2022.04
74.7
2020.03
74.3
2022.04
74.3
2020.03
74
2022.04
73.9
2022.04
73.2
2019.03
72.9
2020.03
72.9
2022.04
72.9
2022.07
72.3
2024.04
72.3
2019.03
72.1
2020.03
72.1
2022.04
72
2022.07
72
2024.04
72
2026.02
72
2022.04
71.8
2024.04
71.8
2019.03
71.1
2020.03
71.1
2022.04
71
2022.04
71
2022.04
70.7
2022.04
70
2022.07
69.4
2024.04
69.4
2021.03
67.6
2022.04
67.6
2022.07
66
2024.04
66
2020.03
64.9
2021.03
64.9
2022.07
64.9
2024.04
64.9
2020.03
63.9
2022.07
62.8
2024.04
62.8
2021.03
61.8
2017.12
61.5
2019.03
61
2020.03
61
2021.03
61
2024.04
61
2017.12
60.8
2024.04
60.6
2017.12
60.3
2019.03
59.6
2019.04
59.6
2020.03
59.5
2021.03
59.5
2019.04
58.8
2020.03
58.8
2022.04
58.8
2019.03
58.6
2020.03
58.6
2021.03
58.5
2017.12
58.4
2021.03
58.4
2017.12
57.3
2019.03
57.3
2019.04
57.3
2020.03
57.3
2021.03
57.3
2022.04
57.3
2019.04
57.3
2022.07
57.2
2019.04
56.9
2021.03
56.2
2019.04
55.8
2019.04
55.6
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