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Information Retrieval (IR)
Finding documents or passages relevant to a user query from a large collection, ranking results by relevance.
Leaderboard
100 models total
Benchmarks
NF-Corpus
Sci-fact
BeIR
SCI-DOCS
MS MARCO
BERT + Doc2query
HotpotQA
BRIGHT
FiQA
ARGUANA
TREC-COVID
DB-Pedia
NQ
TREC-DL'19
TREC-DL'20
FEVER
Touché
MIRACL
QUORA
TopiOCQA
Climate-FEVER
NEWS
Robust04
QReCC
DL19
Covid
Touché-2020
DisastIR-Test
Signal
TREC Robust04
monoT5-3B (zero-shot)
MSMARCO-passage
AIR-Bench
CQADupStack
DL20
Natural Questions
T-Covid
Belebele
MLDR
Stack Exchange
TREC CAsT 20
ANTIQUE
ATD-MCL
CAsT-19
CAsT-20
CQA
CS
PeerQA
SPLADEv3
PS
Health
LINUXFLBENCH
Signal-1M
TREC CAsT 19
2Wiki-MultiHopQA
Abt-Buy
Sudowoodo
Amazon-Google
SC-Block
Arxiv
C-FEVER
DBPEDIA-ENTITY
FinReport
FinSlides
MS-MARCO Dev
PAWS-X
Retrieval Test Set
TechReport
TechSlides
TREC-CAsT 2020
Amazon
LongDocURL
PAQ
TempFuzz-QA
TREC CAsT 22
TREC DL 2019
TREC DL 2020
TREC iKAT 23
TREC iKAT 24
TREC-CAsT 2019
Trivia QA
XQuAD
CRUD-RAG
DBP
DL-Hard
DL21
DL22
DL23
DuRetrieval
FIGNEWS
FinAgentBench
Finance
FiQA-2018
Hybrid Test
image datasets
Law
MS MARCODOCS
MTEB-DE
MTEB-FR
MTEB-ZH
Multihop-RAG
MuSiQue
MuSiQue-Ans
PersonaBench
PMC-Patients
PopQA
QUEST+VARAIANTS
Scif
T2Ranking
TREC CAsT 21
WEBIS-TOUCHE2020
Agriculture
AI
Amazon Product Catalog
ArxivQ
BioASQ
Bioprotocol
C libraries dataset
CAsT-21
CLIPPER
CodeSearchNet
CodeXGLUE - AdvTest
CodeT5+ 770M
Cooking
CSFCube
DocQ
Energy
Gov.
H&M
History
Industrial Dataset
InfoQ
LongMemEval
MMLongBench
NeedleRetrieval
Reddit
SHIFT
Signal-1M (RT)
SQuAD
STaRK-AMAZON
STaRK-MAG
STaRK-PRIME
StructDocRetrieval
TabF
TATQ
text datasets
TREC CAsT 2021
TREC Deep Learning 2019
TREC Deep Learning 2020
TREC DL
TREC-NEWS
Web Questions
WordNet
2wikihop
3D-EX
ACL-200
AMB
AoPS
BIG-bench
Bio
Chart2Code
ChartEdit
ChartGen
CMedTEB
Coding
CompMix-IR
ConvMix
COVID-QA
CQADup
CSP
DATIKZv3
DiagramGenBenchmark
DL'19 (Document)
DL'19 (Passage)
DL'20 (Document)
DL'20 (Passage)
DSGlobal
Earth
Econ
ESG Reports
Fanfiction
Football
GAT
Geography
Insurance
Last-FM
Leet
Legal Case Retrieval
LocalNews
LSO
Mag
Med
MMLongBench-Doc
MMSVG
MSMARCO-document
Narrative QA
NFC
OTT-QA
PeerRead
PlantUML
Pony
PRIME
Psy
R2MED
RAGBench
Real-MM-RAG
RefSeer
Rob
Robust
SIGIR 2016
Sketch2Code
Stack
Sus
SVGStack
TheoQ
Theorem-based
TheoT
TREC CT 2021
TREC CT 2022
ViDoRe-v2
WDC Block - large
WDC Block - medium
WDC Block - small
Web2Code
WebSight
WIKI
WQA
2WikiMultiHop
AdvTest
Amazon Reviews
Beijing
BIGANN
BinaryCorp-3M
Bird
BSARD
C4
CC News Retrieval
CiteULike
ClinicalTrials.gov
CodeSearchNet - Ruby
Uni-SBT
CodeXGLUE - WebQueryTest
COIR
Cross-Bin
CT
DEEP
Dragonball
eRisk 2025
ESCI-English
ESCI-Japanese
ESCI-Spanish
FakeTT
Fanfic
FOLLOWIR
FRAMES
FVC
GIST1M
HateMM
HoH
HotelMatch
HotPot QA
HRS
ICLR 2025
IndicQARetrieval
INSCIT
Kuaishou Search
LeCaRD
LeCaRDv2
LitSearch
M3DocVQA
MHClipEN
mMARCO
Movielens
Mr. TYDI
Nobel-TSRAG
NQ320k
OR-QuAC
Ours
PAN21
R² Bench
RAR-b
Rephrased Real-MM-RAG
Sangraha-IR
Shanghai
Spoken-SQuAD
StackOverfow-Tag
T-REx
Test Set A
Test Set B
TimeQA
TREC DL 2021
TREC DL 2022
TREC News 2021
TREC-PM
BERT + Doc2query
TREC2021
unknown
WDC-PAVE
Wikipedia
WikiPediaRetrieval
Xianyu-PAVI
XING
Yandex TI