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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
CWQ
AGE AMAR
Hit@1
85.2
245
23d ago
WebQSP
RAPL
Hit@1
93.3
209
23d ago
CWQ (test)
OPI-BR
Hits@1
88.95
158
26d ago
WebQSP (test)
AURA
Hit
93.2
85
26d ago
WebQSP
CPR
ECR (%)
76.8
34
2mo ago
QALD-10en Wikidata-based (test)
SoG
Hits@1
74.4
31
1mo ago
SimpleQA Freebase-based (test)
SoG
Hits@1
84.8
31
1mo ago
WebQSP
GCG
Accuracy (ACC)
68
28
2mo ago
GrailQA (test)
CoG
Overall Score
91
27
1mo ago
ComplexWebQuestions (CWQ) 1.1 (test)
RPO-RAG
Hit@1
0.723
25
4mo ago
MetaQA 2-hop (test)
TransferNet
Hits@1
100
24
4mo ago
WebQSP
ReknoS
Hits@1 Accuracy
84.73
22
2mo ago
MetaQA 3-hop
Reasoning S3GNN-RAG
Accuracy
98.9
22
2mo ago
GrailQA (Overall)
CoG
Hits@1
86.4
20
4mo ago
WebQSP
ParallaxRAG + GPT-4o (200)
Hit Rate
0.9353
19
3mo ago
MetaQA 3-hop 1.0
OPI-BR
Hit@1
99.96
17
26d ago
GTSQA Ground-truth seed nodes WikiKG2 (test)
ULTRAG-OTS
Hits
92.66
17
3mo ago
GrailQA Zero-shot
CoG
Hits@1
89.1
17
4mo ago
GrailQA Compositional
KG-Agent
Hits@1
80
17
4mo ago
GrailQA I.I.D.
KG-Agent
Hits@1
92
17
4mo ago
WebQSP 3-hop
Ca2KG
Accuracy
0.819
16
4mo ago
WebQSP 1-hop
Ca2KG
Accuracy
76.9
16
4mo ago
MetaQA 1-hop
Ca2KG
Accuracy
87.6
16
4mo ago
KGQAGen-10k 1,079 unseen questions (test)
GPT-4o w/ SP
LASM Accuracy
84.9
15
3mo ago
CWQ Switzerland
None
Accuracy
68
14
2mo ago
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