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Papers Benchmarks Datasets Tasks

KV Cache Efficiency research benchmarks · SOTA2 Research

KV Cache Efficiency

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Trace-driven simulation No-limit KV cache budget 100k-doc pool Zipf doc popularity

21.33Hit Ratio (Low Skewness)

4

Jun 4, 2026

Trace-driven simulation 50 GB KV cache budget 100k-doc pool Zipf doc popularity

20.22Hit Ratio (Low Skewness)

4

Jun 4, 2026

Trace-driven simulation 10 GB KV cache budget 100k-doc pool Zipf doc popularity

13.78Low Skewness Hit Ratio

4

Jun 4, 2026

Trace-driven simulation 5 GB KV cache budget 100k-doc pool Zipf doc popularity

10.85Hit Ratio (Low Skewness)

4

Jun 4, 2026

Trace-driven simulation 1 GB KV cache budget 100k-doc pool Zipf doc popularity

3.47Low Skewness Hit Ratio

4

Jun 4, 2026

Popular datasets

Trace-driven simulation

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