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KV cache compression research benchmarks · SOTA2 Research

KV cache compression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

5 sequences Qwen2.5-1.5B-Instruct

0.036KL Divergence

15

Mar 31, 2026

5 sequences Mean

0.058KL Divergence

2

Mar 31, 2026

5 sequences Seq 4 easy

0.01KL Divergence

2

Mar 31, 2026

5 sequences Seq 3 easy

0.01KL Divergence

2

Mar 31, 2026

5 sequences Seq 2 hard

0.143KL Divergence

2

Mar 31, 2026

5 sequences Seq 1 (hard)

0.117KL Divergence (Seq 1 hard)

2

Mar 31, 2026

5 sequences Seq 0 easy

0.008KL Divergence

2

Mar 31, 2026

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