Information Retrieval on PeerQA

Metric: Recall@10 (higher is better)

LeaderboardDataset

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#	Model↕	Recall@10▼	Extra Data	Paper	Date↕	Code
1	SPLADEv3	0.6851	No	SPLADE-v3: New baselines for SPLADE	2024-03-11	Code
2	Dragon+	0.6817	No	How to Train Your DRAGON: Diverse Augmentation T...	2023-02-15	Code
3	MiniLM-L12-v2	0.6709	No	MiniLLM: Knowledge Distillation of Large Languag...	2023-06-14	Code
4	BM25	0.6388	No	-	-	-
5	ColBERTv2	0.6371	No	ColBERTv2: Effective and Efficient Retrieval via...	2021-12-02	Code
6	Contriever-MS	0.6314	No	Unsupervised Dense Information Retrieval with Co...	2021-12-16	Code
7	GTR-XL	0.6122	No	Large Dual Encoders Are Generalizable Retrievers	2021-12-15	Code
8	Contriever	0.5567	No	Unsupervised Dense Information Retrieval with Co...	2021-12-16	Code

#1SPLADEv3SOTA
0.6851
Recall@10· 2024-03-11
SPLADE-v3: New baselines for SPLADE Code
#2Dragon+SOTA
0.6817
Recall@10· 2023-02-15
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval Code
#3MiniLM-L12-v2
0.6709
Recall@10· 2023-06-14
MiniLLM: Knowledge Distillation of Large Language Models Code
#4BM25
0.6388
Recall@10
No paper
#5ColBERTv2SOTA
0.6371
Recall@10· 2021-12-02
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Code
#6Contriever-MS
0.6314
Recall@10· 2021-12-16
Unsupervised Dense Information Retrieval with Contrastive Learning Code
#7GTR-XL
0.6122
Recall@10· 2021-12-15
Large Dual Encoders Are Generalizable Retrievers Code
#8Contriever
0.5567
Recall@10· 2021-12-16
Unsupervised Dense Information Retrieval with Contrastive Learning Code