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Performance prediction on Sentiment categories (in-domain)

0.845ROC AUC

Cosine distance (fine-tuned)

Updated 4d ago

Evaluation Results

Method	Links
Cosine distance (fine-tuned) 2023.05		0.845
Vocabulary, structural, semantic drift 2023.05		0.597
Semantic drift 2023.05		0.586
Structural drift 2023.05		0.572
Vocabulary drift 2023.05		0.561
Combined prev. model-agnostic 2023.05		0.551
Token frequency cross-entropy 2023.05		0.54
Cosine distance (pre-trained) 2023.05		0.535
Token frequency JS-div 2023.05		0.512
Baseline (no-performance drop) 2023.05		0.5