Response Generation on SIMMC2.0

Metric: BLEU (higher is better)

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#	Model↕	BLEU▼	Extra Data	Paper	Date↕	Code
1	PaCE	34.1	No	PaCE: Unified Multi-modal Dialogue Pre-training ...	2023-05-24	Code
2	BART-large	33.1	No	-	-	-
3	BART-base	29.4	No	-	-	-
4	MTN	21.7	No	Multimodal Transformer Networks for End-to-End V...	2019-07-02	Code
5	GPT-2	19.2	No	-	-	Code

#1PaCESOTA
34.1
BLEU· 2023-05-24
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts Code
#2BART-large
33.1
BLEU
No paper
#3BART-base
29.4
BLEU
No paper
#4MTNSOTA
21.7
BLEU· 2019-07-02
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Code
#5GPT-2
19.2
BLEU
No paperCode