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Browse SoTA
> Knowledge Base
Knowledge Base
43 benchmarks • 32 tasks • 99 datasets • 2094 papers with code
Knowledge Graphs
Knowledge Graphs
25 benchmarks
748 papers with code
Knowledge Graph Completion
29 benchmarks
157 papers with code
Complex Query Answering
3 benchmarks
12 papers with code
Open Knowledge Graph Canonicalization
1 benchmark
2 papers with code
Person-Centric Knowledge Graphs
1 papers with code
See all 6 tasks
Knowledge Graph Completion
Knowledge Graphs
25 benchmarks
748 papers with code
Triple Classification
1 benchmark
15 papers with code
Inductive knowledge graph completion
3 benchmarks
10 papers with code
Inductive Relation Prediction
7 papers with code
Causal Inference
Causal Inference
3 benchmarks
337 papers with code
Counterfactual Inference
37 papers with code
Causal Discovery
Causal Discovery
147 papers with code
Entity Alignment
Entity Alignment
10 benchmarks
89 papers with code
Symbolic Regression
Symbolic Regression
67 papers with code
Cancer
Breast Cancer Detection
3 benchmarks
23 papers with code
Skin Cancer Classification
1 benchmark
13 papers with code
Breast Cancer Histology Image Classification
5 benchmarks
8 papers with code
Lung Cancer Diagnosis
6 papers with code
Classification Of Breast Cancer Histology Images
4 papers with code
See all 11 tasks
Data Integration
Data Integration
44 papers with code
Multi-hop Question Answering
Multi-hop Question Answering
1 benchmark
41 papers with code
Table annotation
Table annotation
21 benchmarks
17 papers with code
Column Type Annotation
11 benchmarks
12 papers with code
Cell Entity Annotation
5 benchmarks
5 papers with code
Columns Property Annotation
3 benchmarks
4 papers with code
Row Annotation
1 benchmark
1 papers with code
See all 7 tasks
Mathematical Question Answering
Math Word Problem Solving
9 benchmarks
37 papers with code
Knowledge Base Population
Knowledge Base Population
29 papers with code
Breast Cancer Histology Image Classification
Breast Cancer Detection
3 benchmarks
23 papers with code
Breast Cancer Histology Image Classification (20% labels)
1 benchmark
1 papers with code
Temporal Knowledge Graph Completion
Temporal Knowledge Graph Completion
13 papers with code
Adversarial Attack Detection
Adversarial Attack Detection
12 papers with code
Non-Intrusive Load Monitoring
Non-Intrusive Load Monitoring
12 papers with code
Ontology Embedding
Ontology Embedding
8 papers with code
Ontology Matching
Ontology Matching
8 papers with code
Linear Mode Connectivity
Linear Mode Connectivity
7 papers with code
Multi-modal Entity Alignment
Multi-modal Entity Alignment
4 papers with code
Knowledge Graphs Data Curation
Knowledge Graphs Data Curation
3 papers with code
Multi-modal Knowledge Graph
Multi-modal Knowledge Graph
3 papers with code
Commonsense Knowledge Base Construction
Commonsense Knowledge Base Construction
2 papers with code
Models Alignment
Models Alignment
2 papers with code
RDF Dataset Discovery
RDF Dataset Discovery
2 papers with code
Re-basin
Re-basin
2 papers with code
Knowledge Graph Embedding
Open Knowledge Graph Embedding
1 papers with code
Manufacturing simulation
Manufacturing simulation
1 papers with code
Ontology Subsumption Inferece
Ontology Subsumption Inferece
1 papers with code
