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VAW

Benchmarks

Task NameDataset NameSOTA ResultTrend
Object Attribute PredictionVAW 1.0 (test)
mAP68.52
16
Compositional Zero-Shot LearningVAW CZSL (test)
HM34.6
14
Structured Vision-Language Concept LearningVAW 4-task sequence (test)
Final Accuracy87.5
12
Compositional Zero-Shot LearningVAW CZSL (val)
V@33.5
7
Open-vocabulary object detectionVAW (Visual Attributes in the Wild) (test)
Novel AP67
3
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