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Zero-shot Learning research benchmarks – Page 2 · SOTA2 Research

Zero-shot Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

42.2Top-1 Accuracy

9

Feb 27, 2026

DeepFashion (test)

47.3Zero-shot Acc (n->n)

6

Feb 26, 2026

ImageNet 21K 2011 (full)

1.4Hierarchical Precision@1

5

Feb 26, 2026

ImageNet 3-hops 2011

2.7Hierarchical Precision@1

5

Feb 26, 2026

ImageNet 2-hops 2011

9.4Hierarchical Precision@1

5

Feb 26, 2026

59.7Zero-Shot Accuracy (FLO)

4

Feb 26, 2026

Page 2 of 2

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