Zero-shot recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
68.6Avg Top-1 Acc
34
Feb 26, 2026
70.3Top-1 Accuracy
25
Feb 27, 2026
76.33Accuracy
24
Feb 26, 2026
65.4Top-1 Accuracy (ATT)
19
Feb 26, 2026
59.5Top-1 Accuracy
18
Feb 27, 2026
63.6Top-1 Accuracy (per-class)
17
Feb 27, 2026
43.6Top-1 Accuracy (per-class)
16
Feb 27, 2026
71.2Top-1 Accuracy (per-class)
15
Feb 27, 2026
43.1Top-1 Accuracy
13
Feb 26, 2026
56.6Top-1 Acc
8
Feb 26, 2026
78Top-1 Acc
8
Feb 26, 2026
82.5Accuracy
7
Feb 26, 2026
88.3Average Accuracy (Zero-shot)
5
Feb 26, 2026
40.3Accuracy
5
Feb 26, 2026
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—Top-1 Acc (ZSL)
0
Feb 26, 2026
—
—Top-1 Acc (AWA2 ZSL)
0
Feb 26, 2026
—
—Top-1 Accuracy
0
Feb 26, 2026