Method Drift›KV-cache compression

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V-Rex

V-Rex: Real-Time Streaming Video LLM Acceleration via Dynamic KV Cache Retrieval

KV-cache compression · first seen Dec 13, 2025

current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

Newer alternatives

Recent methods in the same sub-problem, not yet superseded in the knowledge base.

MuKV MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering
May 21, 2026
KVCapsule KVCapsule: Efficient Sequential KV Cache Compression for Vision-Language Models with Asymmetric Redundancy
May 14, 2026
Decoupled Streaming Cache (DSCache)Decouple and Cache: KV Cache Construction for Streaming Video Understanding
May 3, 2026
LightKV Make Your LVLM KV Cache More Lightweight
May 1, 2026
Hierarchical Adaptive Eviction (HAE)Hierarchical Adaptive Eviction for KV Cache Management in Multimodal Language Models
Feb 2, 2026
V-Rex V-Rex: Real-Time Streaming Video LLM Acceleration via Dynamic KV Cache Retrieval
Dec 13, 2025
StreamKV StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression
Nov 10, 2025