Is local vision-language models (VLMs) with LoRA fine-tuning superseded?

Question

Accepted Answer

local vision-language models (VLMs) with LoRA fine-tuning (Parameter-efficient fine-tuning (LoRA family)): current frontier — recent, not yet superseded in the knowledge base. 0 paper(s) critique it, 0 beat it on benchmarks — not ranked as a superseded baseline. Sub-problem: cluster led by TimeSformer. Newer alternatives in the same sub-problem include local vision-language models (VLMs) with LoRA fine-tuning.