Method Drift›KV-cache compression
Superseded baseline#233 of 234 most-superseded
WoodPecker
Woodpecker: Hallucination Correction for Multimodal Large Language ModelsKV-cache compression · first seen Oct 24, 2023
superseded — cited as a baseline and beaten by newer methods
1 papers critique it · 0 beat it on benchmarks
What papers say
Verbatim critique sentences, each from a paper that cites WoodPecker as a baseline.
“WoodPecker~yin2024woodpecker introduces an additional visual model to monitor and ask the original model to regenerate hallucinated contents”
— PruneHal: Reducing Hallucinations in Multi-modal Large Language Models through Adaptive KV Cache Pruning
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.