Method Drift›LLM reasoning / chain-of-thought
Superseded baseline#96 of 772 most-superseded
AdvST
AdvST: Revisiting Data Augmentations for Single Domain GeneralizationLLM reasoning / chain-of-thought · first seen Dec 20, 2023
superseded — cited as a baseline and beaten by newer methods
0 papers critique it · 1 beat it on benchmarks
Beaten on benchmarks
Head-to-head results where a newer method reports beating AdvST. Values are copied from the source paper's tables — verify against the cited paper.
- Target-Oriented Single Domain Generalization
STAR (Ours) beats AdvST · Avg. [ResNet-18, DomainNet, Real source]
30.0 vs 27.1