Dialogue Generation

Benchmarks

Dataset Name	SOTA Method	Metric
CONVAI2	SMoA	BLEU3.77	48	12d ago
UltraChat		ASR Accuracy98.7	32	1mo ago
PersonaChat (test)	LMEDR	Persona Consistency2.31	27	3mo ago
DailyDialog	BART joint† (D)	Distinct-19.12	26	3mo ago
Douban (test)	Ours	BLEU-10.1398	20	3mo ago
ConvAI2 (test)	TeRA	BLEU3.38	20	1mo ago
Wizard of Wikipedia (WoW) (dev)	KID	F1 Score16.4	19	3mo ago
Proposed Multi-scenario Dataset 1.0 (test)	SGM	Acc T86.37	18	3mo ago
Vicuna	XPERT-OLMoE	Rouge-L15.05	16	21d ago
SelfInst	XPERT-OLMoE	Rouge-L11.31	16	21d ago
UnNI	XPERT-DeepSeek	Rouge-L23.2	16	21d ago
S-NI	XPERT-OLMoE	Rouge-L19.82	16	21d ago
DollyEval	XPERT-OLMoE	ROUGE-L24.19	16	21d ago
Anthropic-HH (test)	Cal-DPO	Average Preference Score69.07	16	3mo ago
DailyDialog Multi-reference	DialoGPS	BLEU-138.46	16	3mo ago
TG-ReDial	TREA	BLEU-25	16	3mo ago
4 dialogue datasets Aggregate (test val)	OPT	Dialogue Avg F112.9	15	3mo ago
Cognitive stimulation real 1.0 (test)	GCSD-3b	ROUGE-L27.63	13	2mo ago
CausalDialogue (test)		PPL1.2	13	3mo ago
CMU-DoG (test)	CKL	BLEU-117.74	13	3mo ago
Wizard of Wikipedia (WoW) seen (test)	CKL	BLEU-127.29	13	3mo ago
Reddit Conversation Corpus (test)	DialoGPT	PPL36.03	13	3mo ago
PERSONA-CHAT Original (dev)	LMEDR	Hits@189.5	13	3mo ago
PERSUASIVETOM	COSTOM	ToM Score (Judge: Llama-3.3-70B)80.2	12	1mo ago
NEGOTIATIONTOM N=100	COSTOM	ToM (Llama-3.3-70B)0.751	12	1mo ago

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