SOTA Common Sense Reasoning benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
COPA	AUSteer	Accuracy99.2	256	2d ago
BoolQ		Accuracy92.4	240	23d ago
Hellaswag	Flexora	Accuracy93.87	213	1mo ago
Winogrande		Accuracy91.3	189	2mo ago
ARC easy		ARC (easy) Accuracy93.27	101	21d ago
PIQA	Llama-3.3-70B-Instruct	Accuracy91.89	100	27d ago
Common Sense Reasoning Tasks (ARC-C, ARC-E, BoolQ, HellaSwag, PIQA, WinoGrande) zero-shot		Average Accuracy (Zero-Shot)77.67	92	2mo ago
7 common sense reasoning datasets		Average Performance71.72	61	3mo ago
HellaSwag (test)	Llama-3.3-70B-Base	Accuracy83.9	56	5d ago
HSWAG	In-Squeeze	Accuracy0.9751	52	3mo ago
HellaSwag	Always Tell Me The Odds	Accuracy (acc_n)95.7	47	22h ago
NoRa Irrelevant Rationales	SC	Accuracy60	40	3mo ago
Common-sense Reasoning Average		Average Accuracy73.44	39	1d ago
HellaSwag 0-shot		Accuracy84.4	38	1mo ago
WG		Accuracy94.1	38	2mo ago
CSR (ARC-Easy, ARC-Challenge, BoolQ, PIQA, SIQA, HellaSwag, OpenBookQA, WinoGrande) zero-shot lm-evaluation-harness v0.4.2		Accuracy68.95	32	21h ago
ARC-Challenge 0-shot		Accuracy57.2	31	1mo ago
Common Sense Reasoning Suite (PIQA, ARC-Easy, ARC-Challenge, BoolQ, HellaSwag, Winogrande) zero-shot (test dev)	Kirin	PIQA79.35	30	3mo ago
BBH	ReMiT	Accuracy58.27	27	3mo ago
5 common-sense reasoning tasks Llama-3-8B		Average Accuracy87.07	27	3mo ago
WSC273	OK-Transformer	Accuracy91.58	26	3mo ago
ARC-Easy (ARC-E) 0-shot		Accuracy79.5	24	1mo ago
SWAG	LD-MoLE	Accuracy92.29	24	3mo ago
HellaSwag		Accuracy91.84	23	8d ago
BBH Sports Understanding	Dynamic Workflow (ReAct)	Accuracy (BBH Sports)88	21	1d ago

Showing 25 of 77 rows