Conversational Response Selection on Douban

Metric: R10@2 (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	R10@2▼	Extra Data	Paper	Date↕	Code
1	Uni-Enc+BERT-FP	0.557	No	Uni-Encoder: A Fast and Accurate Response Select...	2021-06-02	Code
2	SEMSOL(W/o utterances)	0.552	No	-	-	Code
3	BERT-FP	0.542	No	-	-	Code
4	SA-BERT+HCL	0.531	No	Dialogue Response Selection with Hierarchical Cu...	2020-12-29	Code
5	SEMSOL	0.52	No	-	-	Code
6	Uni-Encoder	0.514	No	Uni-Encoder: A Fast and Accurate Response Select...	2021-06-02	Code
7	Poly-encoder	0.494	No	Poly-encoders: Transformer Architectures and Pre...	2019-04-22	Code
8	UMS_BERT+	0.482	No	Do Response Selection Models Really Know What's ...	2020-09-10	Code
9	SA-BERT	0.481	No	Speaker-Aware BERT for Multi-Turn Response Selec...	2020-04-07	Code
10	BERT	0.47	No	An Effective Domain Adaptive Post-Training Metho...	2019-08-13	Code
11	MSN	0.452	No	-	-	Code
12	IMN	0.452	No	Interactive Matching Network for Multi-Turn Resp...	2019-01-07	Code
13	IoI	0.451	No	-	-	Code
14	DUA	0.421	No	Modeling Multi-turn Conversation with Deep Utter...	2018-06-24	Code
15	DAM	0.41	No	-	-	Code
16	SMN	0.396	No	Sequential Matching Network: A New Architecture ...	2016-12-06	Code

#1Uni-Enc+BERT-FPSOTA
0.557
R10@2· 2021-06-02
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems Code
#2SEMSOL(W/o utterances)
0.552
R10@2
No paperCode
#3BERT-FP
0.542
R10@2
No paperCode
#4SA-BERT+HCLSOTA
0.531
R10@2· 2020-12-29
Dialogue Response Selection with Hierarchical Curriculum Learning Code
#5SEMSOL
0.52
R10@2
No paperCode
#6Uni-Encoder
0.514
R10@2· 2021-06-02
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems Code
#7Poly-encoderSOTA
0.494
R10@2· 2019-04-22
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring Code
#8UMS_BERT+
0.482
R10@2· 2020-09-10
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection Code
#9SA-BERT
0.481
R10@2· 2020-04-07
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots Code
#10BERT
0.47
R10@2· 2019-08-13
An Effective Domain Adaptive Post-Training Method for BERT in Response Selection Code
#11MSN
0.452
R10@2
No paperCode
#12IMNSOTA
0.452
R10@2· 2019-01-07
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots Code
#13IoI
0.451
R10@2
No paperCode
#14DUASOTA
0.421
R10@2· 2018-06-24
Modeling Multi-turn Conversation with Deep Utterance Aggregation Code
#15DAM
0.41
R10@2
No paperCode
#16SMNSOTA
0.396
R10@2· 2016-12-06
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots Code