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Compositional Zero-Shot Learning research benchmarks · SOTA2 Research

Compositional Zero-Shot Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

C-GQA open world

24.3HM Score

65

Mar 18, 2026

UT-Zappos Closed World

60.5HM

57

Mar 18, 2026

C-GQA Closed World

Troika + FlowComposer

34HM

56

Mar 18, 2026

UT-Zappos open world

54.5HM

52

Mar 18, 2026

MIT-States open world

37.2HM

38

Feb 27, 2026

MIT-States Closed World

0.413Harmonic Mean (HM)

32

Feb 26, 2026

VAW CZSL (test)

34.6HM

30

Mar 5, 2026

MIT-States Closed World (test)

Troika + FlowComposer

23.5AUC

27

Mar 18, 2026

MIT-States open-vocabulary

28.9HM

16

Mar 5, 2026

MIT-States Open-world (test)

50.7Seen Accuracy

14

Mar 18, 2026

MIT-States (test)

19.9Top-1 Acc

11

Feb 26, 2026

UT-Zappos open-vocabulary partition

34.32HM (Harmonic Mean)

10

Mar 5, 2026

UT-Zappos (test)

52.1Top-1 Acc

9

Feb 26, 2026

UT-Zappos50K (test)

63.5Seen Accuracy

8

Feb 26, 2026

MIT-States 11 (test)

38.6Seen Accuracy

8

Feb 26, 2026

1.4AUC

7

Jul 8, 2026

7.3AUC

7

Jul 8, 2026

0.115AUC

7

Jul 8, 2026

3.5V@3

7

Feb 26, 2026

25.9AUC

3

Feb 26, 2026

Popular datasets

MIT-States UT-Zappos C-GQA VAW

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