SOTA Dialogue Generation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
PersonaChat (test)	LMEDR	Persona Consistency2.31	27	4d ago
DailyDialog	BART joint† (D)	Distinct-19.12	26	4d ago
CONVAI2	SMoA(r=32,n=2)	BLEU3.68	24	2d ago
Douban (test)	Ours	BLEU-10.1398	20	4d ago
Wizard of Wikipedia (WoW) (dev)	KID	F1 Score16.4	19	4d ago
Proposed Multi-scenario Dataset 1.0 (test)	SGM	Acc T86.37	18	4d ago
Anthropic-HH (test)	Cal-DPO	Average Preference Score69.07	16	4d ago
DailyDialog Multi-reference	DialoGPS	BLEU-138.46	16	4d ago
TG-ReDial	TREA	BLEU-25	16	4d ago
4 dialogue datasets Aggregate (test val)	OPT	Dialogue Avg F112.9	15	4d ago
CausalDialogue (test)		PPL1.2	13	4d ago
CMU-DoG (test)	CKL	BLEU-117.74	13	4d ago
Wizard of Wikipedia (WoW) seen (test)	CKL	BLEU-127.29	13	4d ago
Reddit Conversation Corpus (test)	DialoGPT	PPL36.03	13	4d ago
PERSONA-CHAT Original (dev)	LMEDR	Hits@189.5	13	4d ago
Syn. Persona	LongGuide	ROUGE-L22.98	12	3d ago
PERSONA-CHAT Revised (dev)	LMEDR	Hits@185	11	4d ago
E2E	BOMF	BLEU64.81	10	4d ago
Commonsense Dialogue Dataset (test)	SaBART	Dist-10.0616	10	4d ago
Commonsense Dialogue (CD)		BLEU-111.67	9	4d ago
Human-in-the-loop Interactive Evaluation Customer-Agent Dialogs	GER	Win Rate (vs GPT-4)41	8	3d ago
full-hh-rlhf (test)	ReMax+XRLHF	Win Rate (Beaver-7b-v3.0-reward)79.3	8	3d ago
LCCC (test)	Temperature (DDS)	Distinct-10.4408	8	4d ago
LQA (test)	Top-p (DDS)	BLEU-10.0927	8	4d ago
PersonaChat	DialoGPS	BLEU-119.05	8	4d ago

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