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Zero-shot Classification on 16 datasets average

69.8Zero-shot Accuracy (%)

CLIP

-2.79216.05434.953.746Mar 13, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.03
69.8
2026.03
67
2026.03
66.2
2026.03
65.7
2026.03
65.5
2026.03
64.5
2026.03
63.1
2026.03
61.3
2026.03
60.7
2026.03
60.5
2026.03
60.3
2026.03
60.3
2026.03
59.9
2026.03
59.8
2026.03
59.8
2026.03
59.7
2026.03
59.6
2026.03
59.6
2026.03
59.5
2026.03
59.4
2026.03
59.4
2026.03
59.4
2026.03
59.2
2026.03
58.8
2026.03
58.3
2026.03
58.1
2026.03
57.9
2026.03
57.3
2026.03
57.2
2026.03
57.1
2026.03
57
2026.03
56.4
2026.03
56.3
2026.03
56.2
2026.03
55.8
2026.03
55.7
2026.03
55.7
2026.03
55.7
2026.03
55.6
2026.03
55.6
2026.03
54.6
2026.03
54.6
2026.03
54.5
2026.03
54.5
2026.03
54.5
2026.03
54.2
2026.03
54.2
2026.03
54.1
2026.03
54
2026.03
53.9
2026.03
53.9
2026.03
53.8
2026.03
53.8
2026.03
53.8
2026.03
53.8
2026.03
53.7
2026.03
53.7
2026.03
53.5
2026.03
53.4
2026.03
53.3
2026.03
52.8
2026.03
52.6
2026.03
52.4
2026.03
51.4
2026.03
50.2
2026.03
50
2026.03
49.6
2026.03
49.6
2026.03
49.3
2026.03
48.8
2026.03
48.8
2026.03
48.7
2026.03
48.7
2026.03
48.7
2026.03
48.7
2026.03
48.7
2026.03
48.6
2026.03
48.4
2026.03
48.4
2026.03
48.2
2026.03
39.2
2026.03
1.6
2026.03
1.6
2026.03
1.1
2026.03
0.1
2026.03
0
2026.03
0
2026.03
0
2026.03
0
2026.03
0