Parameter-efficient fine-tuning (LoRA family)
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
Superseded — cited as a baseline and beaten by newer methods
0 papers critique it · 1 beat it on benchmarks
Head-to-head results where a newer method reports beating SWAG. Values are copied from the source paper's tables — verify against the cited paper.
IVON@mean beats SWAG
78.9 vs 77.2
Accuracy (ACC) · [All datasets]