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Browse SoTA
> Knowledge Base
Knowledge Base
105 benchmarks • 57 tasks • 203 datasets • 10153 papers with code
10-shot image generation
Semantic Segmentation
353 benchmarks
6626 papers with code
Decoder
1 benchmark
4344 papers with code
Object
3977 papers with code
Image Restoration
75 benchmarks
657 papers with code
Text-to-Image Generation
21 benchmarks
542 papers with code
See all 22 tasks
3D
Object Detection
410 benchmarks
4649 papers with code
Pose Estimation
217 benchmarks
1664 papers with code
Depth Estimation
58 benchmarks
1024 papers with code
3D Reconstruction
40 benchmarks
785 papers with code
Neural Rendering
204 papers with code
See all 44 tasks
Reinforcement Learning (RL)
Reinforcement Learning (RL)
6 benchmarks
4698 papers with code
Off-policy evaluation
102 papers with code
Multi-Objective Reinforcement Learning
55 papers with code
3D Point Cloud Reinforcement Learning
1 benchmark
2 papers with code
RoomEnv-v0
1 benchmark
1 papers with code
See all 7 tasks
Large Language Model
Large Language Model
28 benchmarks
2209 papers with code
Knowledge Graphs
59 benchmarks
1269 papers with code
RAG
1 benchmark
731 papers with code
AI Agent
1 benchmark
110 papers with code
Recommendation Systems
Recommendation Systems
91 benchmarks
1985 papers with code
Graph Neural Network
1 benchmark
1509 papers with code
Sequential Recommendation
13 benchmarks
296 papers with code
Session-Based Recommendations
7 benchmarks
82 papers with code
Multimodal Recommendation
5 benchmarks
32 papers with code
See all 12 tasks
Knowledge Graph Completion
Large Language Model
28 benchmarks
2209 papers with code
Knowledge Graphs
59 benchmarks
1269 papers with code
Triple Classification
1 benchmark
23 papers with code
Inductive knowledge graph completion
27 benchmarks
14 papers with code
Inductive Relation Prediction
11 papers with code
1 Image, 2*2 Stitchi
Pose Estimation
217 benchmarks
1664 papers with code
Style Transfer
5 benchmarks
759 papers with code
Text-to-Image Generation
21 benchmarks
542 papers with code
Music Generation
1 benchmark
183 papers with code
Voice Conversion
3 benchmarks
173 papers with code
See all 12 tasks
2D Human Pose Estimation
Articles
2 benchmarks
1116 papers with code
Style Transfer
5 benchmarks
759 papers with code
2D Human Pose Estimation
50 benchmarks
69 papers with code
Community Question Answering
2 benchmarks
50 papers with code
Action Anticipation
8 benchmarks
49 papers with code
See all 7 tasks
Knowledge Graphs
Knowledge Graphs
59 benchmarks
1269 papers with code
Knowledge Graph Completion
82 benchmarks
248 papers with code
Complex Query Answering
6 benchmarks
22 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
93 benchmarks
437 papers with code
Abstractive Text Summarization
20 benchmarks
362 papers with code
Document Summarization
9 benchmarks
225 papers with code
Multi-Document Summarization
5 benchmarks
112 papers with code
Opinion Summarization
36 papers with code
See all 15 tasks
Causal Inference
Causal Inference
4 benchmarks
575 papers with code
Counterfactual Inference
63 papers with code
Heterogeneous Treatment Effect Estimation
1 benchmark
19 papers with code
IHDP-CATE
Mathematical Reasoning
Mathematical Reasoning
28 benchmarks
388 papers with code
Math Word Problem Solving
13 benchmarks
80 papers with code
Formal Logic
1 benchmark
20 papers with code
Geometry Problem Solving
12 papers with code
Abstract Algebra
1 benchmark
6 papers with code
See all 8 tasks
Data Integration
Data Integration
57 benchmarks
129 papers with code
Entity Alignment
18 benchmarks
117 papers with code
Entity Resolution
16 benchmarks
56 papers with code
Table annotation
23 benchmarks
23 papers with code
Explainable Artificial Intelligence (XAI)
Explainable Artificial Intelligence (XAI)
1 benchmark
295 papers with code
Slice Discovery
6 papers with code
Causal Discovery
Causal Discovery
292 papers with code
Symbolic Regression
Symbolic Regression
152 papers with code
Equation Discovery
34 papers with code
MMLU
MMLU
2 benchmarks
152 papers with code
Entity Alignment
Entity Alignment
18 benchmarks
117 papers with code
Multi-modal Entity Alignment
8 benchmarks
14 papers with code
3D Absolute Human Pose Estimation
Image to 3D
53 papers with code
3D Face Animation
21 benchmarks
25 papers with code
3D Human Shape Estimation
2 benchmarks
19 papers with code
3D Absolute Human Pose Estimation
26 benchmarks
9 papers with code
Text-to-Face Generation
5 papers with code
Multi-hop Question Answering
Multi-hop Question Answering
2 benchmarks
92 papers with code
Cancer
Breast Cancer Detection
4 benchmarks
39 papers with code
Lung Cancer Diagnosis
2 benchmarks
16 papers with code
Skin Cancer Classification
1 benchmark
15 papers with code
Breast Cancer Histology Image Classification
7 benchmarks
12 papers with code
Classification Of Breast Cancer Histology Images
5 papers with code
See all 11 tasks
Mathematical Question Answering
Math Word Problem Solving
13 benchmarks
80 papers with code
Literature Mining
Systematic Literature Review
50 papers with code
Literature Mining
7 papers with code
Table annotation
Table annotation
23 benchmarks
23 papers with code
Column Type Annotation
12 benchmarks
19 papers with code
Cell Entity Annotation
5 benchmarks
6 papers with code
Columns Property Annotation
4 benchmarks
5 papers with code
Row Annotation
1 benchmark
1 papers with code
See all 7 tasks
How To Refund A Wrong Transaction In Phonepe
Community Question Answering
2 benchmarks
50 papers with code
How to refund a wrong transaction in PhonePe
1 benchmark
1 papers with code
Breast Cancer Histology Image Classification
Breast Cancer Detection
4 benchmarks
39 papers with code
Breast Cancer Histology Image Classification (20% labels)
1 benchmark
1 papers with code
TruthfulQA
TruthfulQA
36 papers with code
Probabilistic Deep Learning
Probabilistic Deep Learning
34 papers with code
Knowledge Base Population
Knowledge Base Population
1 benchmark
32 papers with code
Knowledge Base Construction
Knowledge Base Construction
28 papers with code
Temporal Knowledge Graph Completion
Temporal Knowledge Graph Completion
22 papers with code
Adversarial Attack Detection
Adversarial Attack Detection
16 papers with code
Non-Intrusive Load Monitoring
Non-Intrusive Load Monitoring
16 papers with code
Multi-modal Knowledge Graph
Multi-modal Knowledge Graph
15 papers with code
Ontology Embedding
Ontology Embedding
15 papers with code
User Identification
User Identification
15 papers with code
Linear Mode Connectivity
Linear Mode Connectivity
14 papers with code
Multi-modal Entity Alignment
Multi-modal Entity Alignment
8 benchmarks
14 papers with code
Ontology Matching
Ontology Matching
14 papers with code
Models Alignment
Models Alignment
6 papers with code
Knowledge Graphs Data Curation
Knowledge Graphs Data Curation
4 papers with code
Re-basin
Re-basin
4 papers with code
Text2Sparql
Text2Sparql
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
Citation Visualization
Citation Visualization
1 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
