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Performance prediction on Sentiment temporal (in-domain)

0.852ROC AUC

Cosine distance (fine-tuned)

Updated 4d ago

Evaluation Results

Method	Links
Cosine distance (fine-tuned) 2023.05		0.852
Vocabulary, structural, semantic drift 2023.05		0.578
Structural drift 2023.05		0.568
Semantic drift 2023.05		0.565
Combined prev. model-agnostic 2023.05		0.554
Vocabulary drift 2023.05		0.552
Token frequency cross-entropy 2023.05		0.543
Cosine distance (pre-trained) 2023.05		0.534
Token frequency JS-div 2023.05		0.519
Baseline (no-performance drop) 2023.05		0.5