MICE is a cross-encoder-derived late-interaction ranker that retains most in-domain effectiveness and beats same-size ColBERT by 5-8 nDCG@10 points while cutting latency up to 4x with precomputed document vectors.
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MICE: Minimal Interaction Cross-Encoders for efficient Re-ranking
MICE is a cross-encoder-derived late-interaction ranker that retains most in-domain effectiveness and beats same-size ColBERT by 5-8 nDCG@10 points while cutting latency up to 4x with precomputed document vectors.