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Browse SoTA
> Knowledge Base
Knowledge Base
64 benchmarks • 36 tasks • 145 datasets • 3045 papers with code
Knowledge Graphs
Knowledge Graphs
31 benchmarks
970 papers with code
Knowledge Graph Completion
32 benchmarks
208 papers with code
Complex Query Answering
6 benchmarks
19 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
Text Summarization
Text Summarization
86 benchmarks
369 papers with code
Abstractive Text Summarization
22 benchmarks
327 papers with code
Document Summarization
9 benchmarks
195 papers with code
Multi-Document Summarization
5 benchmarks
93 papers with code
Opinion Summarization
35 papers with code
See all 13 tasks
Knowledge Graph Completion
Knowledge Graphs
31 benchmarks
970 papers with code
Triple Classification
1 benchmark
21 papers with code
Inductive knowledge graph completion
3 benchmarks
11 papers with code
Inductive Relation Prediction
10 papers with code
Causal Inference
Causal Inference
3 benchmarks
429 papers with code
Counterfactual Inference
49 papers with code
Data Integration
Entity Alignment
17 benchmarks
106 papers with code
Data Integration
55 benchmarks
73 papers with code
Entity Resolution
15 benchmarks
50 papers with code
Table annotation
23 benchmarks
20 papers with code
Explainable Artificial Intelligence (XAI)
Explainable Artificial Intelligence (XAI)
210 papers with code
Causal Discovery
Causal Discovery
203 papers with code
Entity Alignment
Entity Alignment
17 benchmarks
106 papers with code
Multi-modal Entity Alignment
7 benchmarks
10 papers with code
Symbolic Regression
Symbolic Regression
108 papers with code
Cancer
Breast Cancer Detection
4 benchmarks
28 papers with code
Skin Cancer Classification
1 benchmark
14 papers with code
Breast Cancer Histology Image Classification
6 benchmarks
8 papers with code
Lung Cancer Diagnosis
8 papers with code
Classification Of Breast Cancer Histology Images
4 papers with code
See all 11 tasks
Mathematical Question Answering
Math Word Problem Solving
11 benchmarks
61 papers with code
Multi-hop Question Answering
Multi-hop Question Answering
2 benchmarks
56 papers with code
Table annotation
Table annotation
23 benchmarks
20 papers with code
Column Type Annotation
12 benchmarks
15 papers with code
Cell Entity Annotation
5 benchmarks
6 papers with code
Columns Property Annotation
4 benchmarks
4 papers with code
Row Annotation
1 benchmark
1 papers with code
See all 7 tasks
Knowledge Base Population
Knowledge Base Population
1 benchmark
32 papers with code
Breast Cancer Histology Image Classification
Breast Cancer Detection
4 benchmarks
28 papers with code
Breast Cancer Histology Image Classification (20% labels)
1 benchmark
1 papers with code
Probabilistic Deep Learning
Probabilistic Deep Learning
29 papers with code
Temporal Knowledge Graph Completion
Temporal Knowledge Graph Completion
20 papers with code
Adversarial Attack Detection
Adversarial Attack Detection
14 papers with code
Non-Intrusive Load Monitoring
Non-Intrusive Load Monitoring
14 papers with code
Ontology Matching
Ontology Matching
12 papers with code
Multi-modal Knowledge Graph
Multi-modal Knowledge Graph
11 papers with code
Linear Mode Connectivity
Linear Mode Connectivity
10 papers with code
Multi-modal Entity Alignment
Multi-modal Entity Alignment
7 benchmarks
10 papers with code
Ontology Embedding
Ontology Embedding
9 papers with code
Knowledge Graphs Data Curation
Knowledge Graphs Data Curation
4 papers with code
Models Alignment
Models Alignment
3 papers with code
Re-basin
Re-basin
3 papers with code
Commonsense Knowledge Base Construction
Commonsense Knowledge Base Construction
2 papers with code
RDF Dataset Discovery
RDF Dataset Discovery
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
Temporal Complex Logical Reasoning
Temporal Complex Logical Reasoning
