Method Drift›KV-cache compression
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StreamKV
StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and CompressionKV-cache compression · first seen Nov 10, 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current frontier — recent, not yet superseded in the knowledge base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Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- May 21, 2026
- KVCapsuleKVCapsule: Efficient Sequential KV Cache Compression for Vision-Language Models with Asymmetric RedundancyMay 14, 2026
- Decoupled Streaming Cache (DSCache)Decouple and Cache: KV Cache Construction for Streaming Video UnderstandingMay 3, 2026
- May 1, 2026
- Hierarchical Adaptive Eviction (HAE)Hierarchical Adaptive Eviction for KV Cache Management in Multimodal Language ModelsFeb 2, 2026
- Dec 13, 2025
- StreamKVStreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and CompressionNov 10, 2025