Dialogue Response Generation

Benchmarks

Dataset Name	SOTA Method	Metric
Persona-Chat	JGR-R	BLEU-153.3	20	4d ago
Topical-Chat Global	GPT-4o mini	Und98.5	16	3d ago
KEEM (KMSC memories) 1.0 (test)	Llama10.8B tuned Korean	Perplexity5.47	14	3d ago
ConvAI2	MoCoRP LLM	F122.89	12	3d ago
bAbI Dialogue Task 5 OOV	GLMP	Per-response Accuracy92	9	3d ago
bAbI Dialogue Task 4 OOV	Ptr-Unk	Per-response Accuracy100	9	3d ago
bAbI Dialogue Task 3 OOV	GLMP	Accuracy (Per Response)96.7	9	4d ago
bAbI Dialogue Task 2 OOV	GLMP	Accuracy (Per-response)100	9	4d ago
bAbI Dialogue Task 1 OOV	GLMP	Per-response Accuracy1	9	3d ago
bAbI Dialogue Task 5	QRN	Per-response Accuracy99.6	9	3d ago
bAbI Dialogue Task 4	Ptr-Unk	Per-response Accuracy100	9	3d ago
bAbI Dialogue Task 3	GLMP	Accuracy (Per-response)96.3	9	4d ago
bAbI Dialogue Task 2	MN	Per-response accuracy100	9	3d ago
bAbI Dialogue Task 1	GMN	Per-response Accuracy100	9	3d ago
KEEM memories 1.0 (test)	Llama10.8B tuned Korean	Perplexity4.56	7	3d ago
Dialogue Dataset (test)		Adversarial Success37.2	7	4d ago
GROWOVER-DIALOGUE (ALL)	RiLM	BLEU Score (Month 9)4.7	6	2d ago
GROWOVER-DIALOGUE (CHANGED)	RiLM	BLEU (Month 9)7.26	6	2d ago
100 randomly sampled conversational pairs (test)	SaBART	Appropriateness66.1	6	4d ago
In-car dialogue dataset (test)	S2S+Intent+JE+EL+KVL	BLEU18.31	6	4d ago
Ubuntu Dialogue Corpus	MrRNN Act.-Ent.	Activity Precision16.84	6	2d ago
GROWOVER-DIALOGUE UNCHANGED	RiLM	Score at Month 92.66	5	2d ago
GROWOVER-DIALOGUE (NEW)	RiLM	Metric Value (Month 9)3.61	5	2d ago
PhotoChat (test)	Divter	Kappa0.68	5	3d ago
SMCalFlow2Text sampled v2.0 (val)	QCFG-Constrained Decoding	Grammaticality99	4	3d ago

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