Dialogue Generation

Benchmarks

Dataset Name	SOTA Method	Metric
PersonaChat (test)	LMEDR	Persona Consistency2.31	27	1mo ago
DailyDialog	BART joint† (D)	Distinct-19.12	26	1mo ago
CONVAI2	SMoA(r=32,n=2)	BLEU3.68	24	1mo ago
Douban (test)	Ours	BLEU-10.1398	20	1mo ago
ConvAI2 (test)	TeRA	BLEU3.38	20	3d ago
Wizard of Wikipedia (WoW) (dev)	KID	F1 Score16.4	19	1mo ago
Proposed Multi-scenario Dataset 1.0 (test)	SGM	Acc T86.37	18	1mo ago
Anthropic-HH (test)	Cal-DPO	Average Preference Score69.07	16	1mo ago
DailyDialog Multi-reference	DialoGPS	BLEU-138.46	16	1mo ago
TG-ReDial	TREA	BLEU-25	16	1mo ago
4 dialogue datasets Aggregate (test val)	OPT	Dialogue Avg F112.9	15	1mo ago
Cognitive stimulation real 1.0 (test)	GCSD-3b	ROUGE-L27.63	13	1mo ago
CausalDialogue (test)		PPL1.2	13	1mo ago
CMU-DoG (test)	CKL	BLEU-117.74	13	1mo ago
Wizard of Wikipedia (WoW) seen (test)	CKL	BLEU-127.29	13	1mo ago
Reddit Conversation Corpus (test)	DialoGPT	PPL36.03	13	1mo ago
PERSONA-CHAT Original (dev)	LMEDR	Hits@189.5	13	1mo ago
PERSUASIVETOM	COSTOM	ToM Score (Judge: Llama-3.3-70B)80.2	12	4d ago
NEGOTIATIONTOM N=100	COSTOM	ToM (Llama-3.3-70B)0.751	12	4d ago
Cognitive stimulation simulated dataset 1.0 (test)	GCSD-3b	ROUGE-L26.92	12	1mo ago
Syn. Persona	LongGuide	ROUGE-L22.98	12	1mo ago
PERSONA-CHAT Revised (dev)	LMEDR	Hits@185	11	1mo ago
E2E	BOMF	BLEU64.81	10	1mo ago
Commonsense Dialogue Dataset (test)	SaBART	Dist-10.0616	10	1mo ago
Dialogue-level evaluation Ethical and Affective Alignment	ETHICMIND_GPT-4o	Respectful Tone8.1739	9	5d ago

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