Method Drift›Parameter-efficient fine-tuning (LoRA family)
Superseded baseline#828 of 1,113 most-superseded
MTLoRA
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task LearningParameter-efficient fine-tuning (LoRA family) · first seen Mar 29, 2024
superseded — cited as a baseline and beaten by newer methods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 MTLoRA as a baseline.
“However, our experimental results indicate that these models are less effective in multi-modal fusion.”
— VELoRA: A Low-Rank Adaptation Approach for Efficient RGB-Event based Recognition
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.