Transferability Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
75Recall@1
22
Feb 26, 2026
0.183Mean Spearman Correlation
16
May 25, 2026
19.61Mean Spearman Correlation
16
May 25, 2026
-13.29Mean Spearman Correlation
16
May 25, 2026
22.6Mean Correlation Improvement (MCI)
16
May 25, 2026
20.61Mean Correlation Improvement (MCI)
16
May 25, 2026
27.01MCI (%pt.)
16
May 25, 2026
42.95MCI
15
May 25, 2026
0.809Weighted Kendall's Tau
13
Feb 26, 2026
0.792Weighted Kendall's tau
13
Feb 26, 2026
0.815Weighted Kendall's Tau
13
Feb 26, 2026
0.773Weighted Kendall's Tau
13
Feb 26, 2026
0.949Weighted Kendall's Tau
13
Feb 26, 2026
0.693Weighted Kendall's tau
13
Feb 26, 2026
0.615Weighted Kendall's Tau
13
Feb 26, 2026
50Recall@1
10
Feb 26, 2026
0.276Estimation Error (100+ classes)
10
Feb 26, 2026
0.112Error (100+ classes)
10
Feb 26, 2026
0.202Transferability (100+ classes)
10
Feb 26, 2026
0.866Weighted Kendall Tau
7
Feb 26, 2026
0.638Weighted Kendall’s Tau
5
Jul 7, 2026
0.116Weighted Kendall’s τ
5
Jul 7, 2026
0.943Weighted Kendall’s τ
5
Jul 7, 2026
0.756Weighted Kendall's Tau
5
Jul 7, 2026
0.546Weighted Kendall’s Tau
5
Jul 7, 2026