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SOTA Knowledge Graph Question Answering benchmarks and papers with code | Wizwand
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Knowledge Graph Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
WebQSP
GCR
Hit@1
92.6
122
4d ago
CWQ
GCR
Hit@1
75.8
105
4d ago
CWQ (test)
PoG
Hits@1
75
69
4d ago
WebQSP (test)
AURA
Hit
93.2
30
4d ago
ComplexWebQuestions (CWQ) 1.1 (test)
RPO-RAG
Hit@1
0.723
25
4d ago
GrailQA (Overall)
CoG
Hits@1
86.4
20
4d ago
MetaQA 2-hop (test)
TransferNet
Hits@1
100
20
4d ago
GrailQA Zero-shot
CoG
Hits@1
89.1
17
4d ago
GrailQA Compositional
KG-Agent
Hits@1
80
17
4d ago
GrailQA I.I.D.
KG-Agent
Hits@1
92
17
4d ago
WebQSP 3-hop
Ca2KG
Accuracy
0.819
16
4d ago
WebQSP 1-hop
Ca2KG
Accuracy
76.9
16
4d ago
MetaQA 3-hop
Ca2KG
Accuracy
89.6
16
4d ago
MetaQA 1-hop
Ca2KG
Accuracy
87.6
16
4d ago
GrailQA (test)
PoG
Overall Score
84.7
14
4d ago
MQA-3H
TransferNet
Hit@1
100
12
4d ago
CR-LT
FiDeLiS
Accuracy
72.12
11
4d ago
MQA-2H
TransferNet
Hit@1
100
11
4d ago
MQA-1H
Readi-GPT4
Hit@1
98.5
11
4d ago
MetaQA 2-hop 1.0 (test)
LLME (KG-GPT)
Accuracy
94.4
9
4d ago
MetaQA 1-hop 1.0 (test)
KELP
Accuracy (%)
97.5
9
4d ago
MetaQA 50% KG setting (test)
KGT5-PP-Ens
Hits@1 (1-hop)
76
9
4d ago
GrailQA IID
PathHD
F1 Score
92.4
6
4d ago
LC-QuAD 2.0 Wikidata dump 20 April 2021 NLIWOD (test)
UNIQORN
Precision@1
33.1
5
4d ago
WebQuestionsSP (WQSP) 50% KG setting (test)
GT query
Hits@1
56.9
5
4d ago
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