Passage Re-Ranking on MS MARCO

Metric: MRR (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	MRR▼	Extra Data	Paper	Date↕	Code
1	HLATR	0.42	No	HLATR: Enhance Multi-stage Text Retrieval with H...	2022-05-21	Code
2	BERT + Doc2query	0.368	No	Document Expansion by Query Prediction	2019-04-17	Code
3	BERT + Small Training	0.359	Yes	Passage Re-ranking with BERT	2019-01-13	Code
4	Duet v2	0.253	No	An Updated Duet Model for Passage Re-ranking	2019-03-18	Code

#1HLATRSOTA
0.42
MRR· 2022-05-21
HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking Code
#2BERT + Doc2querySOTA
0.368
MRR· 2019-04-17
Document Expansion by Query Prediction Code
#3BERT + Small TrainingSOTA
0.359
MRR· Extra Data· 2019-01-13
Passage Re-ranking with BERT Code
#4Duet v2
0.253
MRR· 2019-03-18
An Updated Duet Model for Passage Re-ranking Code