Ad-Hoc Information Retrieval on TREC Robust04

Metric: nDCG@20 (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	nDCG@20▼	Extra Data	Paper	Date↕	Code
1	monoT5-3B (zero-shot)	0.6091	No	Document Ranking with a Pretrained Sequence-to-S...	2020-03-14	Code
2	PARADE(ELECTRA)	0.5399	No	PARADE: Passage Representation Aggregation for D...	2020-08-20	Code
3	CEDR-KNRM	0.5381	No	CEDR: Contextualized Embeddings for Document Ran...	2019-04-15	Code
4	PARADE(BERT)	0.5252	No	PARADE: Passage Representation Aggregation for D...	2020-08-20	Code
5	BERT-MaxP	0.469	No	Deeper Text Understanding for IR with Contextual...	2019-05-22	Code
6	BERT-SumP	0.467	No	Deeper Text Understanding for IR with Contextual...	2019-05-22	Code
7	POSIT-DRMM-MV	0.464	No	Deep Relevance Ranking Using Enhanced Document-Q...	2018-09-05	Code
8	Vanilla BERT	0.4541	No	CEDR: Contextualized Embeddings for Document Ran...	2019-04-15	Code
9	NPRF-DRMM	0.4502	No	NPRF: A Neural Pseudo Relevance Feedback Framewo...	2018-10-30	Code
10	PACRR	0.445	No	Deep Relevance Ranking Using Enhanced Document-Q...	2018-09-05	Code
11	BERT-FirstP	0.444	No	Deeper Text Understanding for IR with Contextual...	2019-05-22	Code
12	SNRM-PRF	0.4391	No	-	-	Code
13	NPRF-KNRM	0.4327	No	NPRF: A Neural Pseudo Relevance Feedback Framewo...	2018-10-30	Code
14	SNRM	0.431	No	-	-	Code
15	DRMM	0.431	No	A Deep Relevance Matching Model for Ad-hoc Retri...	2017-11-23	Code
16	KNRM	0.3989	No	NPRF: A Neural Pseudo Relevance Feedback Framewo...	2018-10-30	Code