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ResearchFormerly WizWand

Imbalanced Regression

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

STS-B-DIR Few-shot (test)

0.781MSE

14

Feb 26, 2026

STS-B-DIR Medium-shot (test)

0.899MSE

14

Feb 26, 2026

STS-B-DIR Many-shot (test)

0.795MSE

14

Feb 26, 2026

STS-B-DIR All (test)

0.892MSE

14

Feb 26, 2026

6.99MAE (all)

14

Feb 26, 2026

IMDB-WIKI-DIR (test)

7.19MAE (All)

14

Feb 26, 2026

NYUD2-DIR Few-shot 1.0

1.749RMSE

10

Feb 26, 2026

NYUD2-DIR Medium-shot 1.0

0.831RMSE

10

Feb 26, 2026

NYUD2-DIR Many-shot 1.0

0.589RMSE

10

Feb 26, 2026

NYUD2-DIR 1.0 (All)

1.305RMSE

10

Feb 26, 2026