Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN accuracy.
knn-search
evaluation-metrics
evaluation-framework
linear-probing
embedding-evaluation
zero-shot-retrieval
zero-shot-classification
model-evaluation-metrics
embeddings-extraction
zero-shot-image-classification
text-to-image-evaluation
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Updated
Jul 2, 2024 - Jupyter Notebook