Parameter-efficient fine-tuning (LoRA family)
Cited as a baseline — critiqued by newer work, not yet beaten on a benchmark here
1 papers critique it · 0 beat it on benchmarks
Verbatim critique sentences, each from a paper that cites raw gradient norm as a baseline.
Raw gradient norm has been proposed as a layer-selection signal liu2025efficient, but can be noisy zhang23
Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.