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Base-to-novel Evaluation Suite

Benchmarks

Task NameDataset NameSOTA ResultTrend
Base-to-novel ClassificationBase-to-novel Evaluation Suite ViT-B/32 backbone (Harmonic Mean)
Average Score78
8
Base-to-novel ClassificationBase-to-novel Evaluation Suite ViT-B/32 backbone (base classes)
Average Accuracy82.6
8
Base-to-novel ClassificationBase-to-novel Evaluation Suite (Novel Classes)
Avg Accuracy73.9
8
Base-to-novel ClassificationBase-to-novel Evaluation Suite (Base Classes)
Average Score-
0
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