LLM reasoning / chain-of-thought
OCM
Superseded baseline#60 of 772 most-superseded
Superseded — cited as a baseline and beaten by newer methods
1 papers critique it · 1 beat it on benchmarks
What papers say
Verbatim critique sentences, each from a paper that cites OCM as a baseline.
In contrast to STAR, OCM and DualHSIC do not consider the change in model outputs in the local parameter neighbourhood
Beaten on benchmarks
Head-to-head results where a newer method reports beating OCM. Values are copied from the source paper's tables — verify against the cited paper.
STAR+DER++ beats OCM
28.19 vs 24.75
accuracy · [DER++ + buffer size 2000]
STAR: Stability-Inducing Weight Perturbation for Continual LearningSTAR+ER-ACE beats OCM
31.01 vs 28.57
accuracy · [ER-ACE + buffer size 5000]
STAR: Stability-Inducing Weight Perturbation for Continual Learning