LLM quantization
AdaLog
AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer
Superseded baseline#49 of 80 most-superseded · first seen Jul 17, 2024
Superseded — cited as a baseline and beaten by newer methods
0 papers critique it · 1 beat it on benchmarks
What to use instead
Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.
- COD-TDQWhen W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation QuantizationApr 18, 2026
- Joint Post-Training Quantization of Vision Transformers with Learned Prompt-Guided Data GenerationJoint Post-Training Quantization of Vision Transformers with Learned Prompt-Guided Data GenerationFeb 21, 2026