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Arithmetic Reasoning on KVFundaBench AR

87.79Accuracy (Exact Match)FullKV
47.656458.075768.49578.9143Feb 4, 2025

Evaluation results

MethodLinks
FullKVBackbone=Qwen3-4B-Base2025.0287.79
ChunkKVBackbone=Qwen3-4B-Base, Compression Ratio=30%, KV Cache Management Level=chunk-level2025.0280.41
H2OBackbone=Qwen3-4B-Base, Compression Ratio=30%, KV Cache Management Level=token-level2025.0273.78
ChunkKVBackbone=Qwen3-4B-Base, Compression Ratio=10%, KV Cache Management Level=chunk-level2025.0264.41
H2OBackbone=Qwen3-4B-Base, Compression Ratio=10%, KV Cache Management Level=token-level2025.0249.2