Method Drift›Parameter-efficient fine-tuning (LoRA family)
Tracked
LEGO
LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image DetectionParameter-efficient fine-tuning (LoRA family) · first seen May 6, 2026
current frontier — recent, not yet superseded in the knowledge base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Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- Structured Convolutional Projection + LoRAEfficient and Adaptive Human Activity Recognition via LLM BackbonesMay 12, 2026
- May 6, 2026
- layer-selective multimodal large language models (MLLMs) with contrastive LoRA tuning and layer sensitivity analysis (LSA)Fine-Grained Human Pose Editing Assessment via Layer-Selective MLLMsJan 15, 2026
- Dec 19, 2025