Zero-shot Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
39.2Top-1 Accuracy (Clean)
10
Feb 27, 2026
41.7Top-1 Accuracy (Clean)
10
Feb 27, 2026
80.7Clean Top-1 Acc
10
Feb 27, 2026
87.9Top-1 Accuracy (Clean)
9
Jun 11, 2026
76.1Average Accuracy
9
May 25, 2026
50.2Top-1 Accuracy
9
May 1, 2026
63.18Accuracy
9
Mar 10, 2026
84.92Accuracy
9
Mar 10, 2026
56.421 Tasks Avg Score
9
Feb 26, 2026
1.4Flat Hit@1
8
Feb 26, 2026
0.027Flat Hit@1
8
Feb 26, 2026
9.4Flat Hit@1
8
Feb 26, 2026
-11.65Mean Accuracy Delta
7
Jul 2, 2026
-23.24Mean Acc Delta
7
Jul 2, 2026
86.12Accuracy
7
May 18, 2026
40.79Accuracy (Zero-shot)
7
May 18, 2026
60.45Accuracy (Zero-shot)
7
May 18, 2026
53.88Mean Performance
7
Apr 16, 2026
73.83Top-1 Acc
7
Feb 26, 2026
76.33Top-1 Accuracy
7
Feb 26, 2026
56.9Average Accuracy
7
Feb 26, 2026
12.4Subject 1 Top-1 Acc
6
Apr 2, 2026
34Subject 1 Top-1 Accuracy
6
Apr 2, 2026
56.61Mean Accuracy
6
Feb 26, 2026
86.3Top-1 Acc (Test)
6
Feb 26, 2026