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Browse SoTA
> Miscellaneous
Miscellaneous
317 benchmarks • 244 tasks • 395 datasets • 13249 papers with code
Classification
Classification
325 benchmarks
2945 papers with code
Text Classification
220 benchmarks
985 papers with code
Graph Classification
64 benchmarks
349 papers with code
Medical Image Classification
3 benchmarks
97 papers with code
Plant Phenotyping
21 papers with code
See all 17 tasks
Transfer Learning
Transfer Learning
19 benchmarks
2444 papers with code
Multi-Task Learning
10 benchmarks
949 papers with code
Auxiliary Learning
21 papers with code
Transfer Reinforcement Learning
13 papers with code
Unsupervised Domain Expansion
2 benchmarks
2 papers with code
Question Answering
Question Answering
224 benchmarks
2323 papers with code
Open-Ended Question Answering
202 papers with code
Open-Domain Question Answering
15 benchmarks
159 papers with code
Conversational Question Answering
1 benchmark
52 papers with code
Answer Selection
6 benchmarks
45 papers with code
See all 19 tasks
Recommendation Systems
Recommendation Systems
57 benchmarks
1234 papers with code
Sequential Recommendation
2 benchmarks
146 papers with code
Session-Based Recommendations
7 benchmarks
63 papers with code
Knowledge-Aware Recommendation
6 papers with code
Anomaly Detection
Anomaly Detection
99 benchmarks
1007 papers with code
Unsupervised Anomaly Detection
17 benchmarks
139 papers with code
One-Class Classification
53 papers with code
Supervised Anomaly Detection
2 benchmarks
41 papers with code
Anomaly Detection In Surveillance Videos
5 benchmarks
34 papers with code
See all 25 tasks
Benchmarking
Benchmarking
1149 papers with code
Facial Recognition and Modelling
Face Recognition
38 benchmarks
498 papers with code
Face Swapping
2 benchmarks
144 papers with code
Face Detection
14 benchmarks
128 papers with code
Face Verification
23 benchmarks
117 papers with code
Facial Expression Recognition (FER)
26 benchmarks
109 papers with code
See all 32 tasks
Fairness
Fairness
3 benchmarks
964 papers with code
Exposure Fairness
2 papers with code
Management
Management
1 benchmark
760 papers with code
Feature Engineering
Feature Engineering
13 benchmarks
359 papers with code
Imputation
12 benchmarks
280 papers with code
Emotion Recognition
Emotion Recognition
49 benchmarks
384 papers with code
Speech Emotion Recognition
17 benchmarks
89 papers with code
Emotion Recognition in Conversation
12 benchmarks
57 papers with code
Multimodal Emotion Recognition
3 benchmarks
39 papers with code
Emotion-Cause Pair Extraction
2 benchmarks
16 papers with code
See all 13 tasks
Gaussian Processes
Gaussian Processes
515 papers with code
GPR
41 papers with code
Logical Reasoning
Navigate
327 papers with code
Logical Reasoning
19 benchmarks
131 papers with code
Novel Concepts
42 papers with code
Temporal Sequences
41 papers with code
Physical Intuition
1 benchmark
7 papers with code
See all 23 tasks
Stochastic Optimization
Stochastic Optimization
12 benchmarks
249 papers with code
Evolutionary Algorithms
148 papers with code
Distributed Optimization
66 papers with code
Causal Inference
Causal Inference
3 benchmarks
355 papers with code
Counterfactual Inference
41 papers with code
Model Compression
Model Compression
4 benchmarks
291 papers with code
Neural Network Compression
2 benchmarks
69 papers with code
Collaborative Filtering
Collaborative Filtering
1 benchmark
324 papers with code
Semi Supervised Learning for Image Captioning
Pseudo Label
232 papers with code
Anatomy
Anatomy
1 benchmark
214 papers with code
Misinformation
Misinformation
1 benchmark
213 papers with code
General Knowledge
Natural Questions
2 benchmarks
60 papers with code
General Knowledge
8 benchmarks
58 papers with code
TriviaQA
1 benchmark
39 papers with code
Movie Recommendation
1 benchmark
19 papers with code
Miscellaneous
1 benchmark
16 papers with code
See all 8 tasks
Image Retrieval with Multi-Modal Query
Cross-Modal Retrieval
9 benchmarks
155 papers with code
Zero-Shot Cross-Modal Retrieval
2 benchmarks
16 papers with code
Image Retrieval with Multi-Modal Query
24 benchmarks
9 papers with code
Cross-Modal Information Retrieval
10 benchmarks
8 papers with code
Multi-Modal Person Identification
Cross-Modal Information Retrieval
Cross-Modal Retrieval
9 benchmarks
155 papers with code
Medical Report Generation
1 benchmark
20 papers with code
Multi-Armed Bandits
Multi-Armed Bandits
1 benchmark
171 papers with code
Learning-To-Rank
Learning-To-Rank
158 papers with code
Synthetic Data Generation
Synthetic Data Generation
1 benchmark
134 papers with code
Malware Classification
Malware Detection
2 benchmarks
81 papers with code
Malware Classification
4 benchmarks
39 papers with code
Android Malware Detection
8 papers with code
Behavioral Malware Classification
Behavioral Malware Detection
Intrusion Detection
Intrusion Detection
9 benchmarks
85 papers with code
Network Intrusion Detection
5 benchmarks
37 papers with code
Click-Through Rate Prediction
Click-Through Rate Prediction
19 benchmarks
119 papers with code
Marketing
Marketing
1 benchmark
105 papers with code
Survival Analysis
Survival Analysis
105 papers with code
Deep Clustering
Deep Clustering
5 benchmarks
96 papers with code
Trajectory Clustering
4 papers with code
Deep Nonparametric Clustering
1 papers with code
NONPARAMETRIC DEEP CLUSTERING
1 papers with code
Molecular Property Prediction
Molecular Property Prediction
21 benchmarks
96 papers with code
3D Geometry Prediction
2 benchmarks
5 papers with code
NMR J-coupling
1 benchmark
1 papers with code
DeepFake Detection
DeepFake Detection
6 benchmarks
89 papers with code
Synthetic Speech Detection
7 papers with code
Human Detection of Deepfakes
1 papers with code
Multimodal Forgery Detection
1 benchmark
1 papers with code
Fraud Detection
Fraud Detection
3 benchmarks
96 papers with code
Learning Theory
Learning Theory
96 papers with code
Philosophy
Philosophy
1 benchmark
88 papers with code
Weather Forecasting
Weather Forecasting
3 benchmarks
77 papers with code
Solar Irradiance Forecasting
1 benchmark
7 papers with code
Prediction Intervals
Prediction Intervals
83 papers with code
Remote Sensing
Remote Sensing Image Classification
1 benchmark
25 papers with code
Change detection for remote sensing images
2 benchmarks
21 papers with code
Building change detection for remote sensing images
2 benchmarks
13 papers with code
Segmentation Of Remote Sensing Imagery
10 papers with code
The Semantic Segmentation Of Remote Sensing Imagery
7 papers with code
See all 10 tasks
Open Set Learning
Open Set Learning
75 papers with code
Data Visualization
Data Visualization
71 papers with code
Tree Map Layout
1 papers with code
Mathematical Proofs
Automated Theorem Proving
10 benchmarks
57 papers with code
Mathematical Proofs
10 benchmarks
14 papers with code
Robotic Grasping
Robotic Grasping
6 benchmarks
67 papers with code
Grasp Contact Prediction
2 benchmarks
4 papers with code
Two-sample testing
Two-sample testing
5 benchmarks
71 papers with code
Autonomous Driving
Motion Forecasting
4 benchmarks
53 papers with code
CARLA MAP Leaderboard
1 benchmark
5 papers with code
Dead-Reckoning Prediction
1 papers with code
Automated Theorem Proving
Automated Theorem Proving
10 benchmarks
57 papers with code
Knowledge Tracing
Knowledge Tracing
2 benchmarks
57 papers with code
Counterfactual Explanation
Counterfactual Explanation
52 papers with code
imbalanced classification
imbalanced classification
52 papers with code
Ethics
Ethics
6 benchmarks
47 papers with code
Moral Scenarios
1 benchmark
2 papers with code
Business Ethics
Moral Disputes
Moral Permissibility
Fault Detection
Fault Detection
47 papers with code
Protein Structure Prediction
Protein Structure Prediction
4 benchmarks
41 papers with code
Protein Interface Prediction
4 papers with code
Protein complex prediction
Numerical Integration
Numerical Integration
44 papers with code
Operator learning
Operator learning
38 papers with code
Ecommerce
Product Recommendation
1 benchmark
30 papers with code
Product Categorization
4 papers with code
Online Ranker Evaluation
2 papers with code
Online Review Rating
1 papers with code
Ecommerce
Physical Simulations
Physical Simulations
30 papers with code
Neural Network simulation
5 papers with code
Optical Tweezers Simulations
1 papers with code
Liquid Simulation
Fact Checking
Misconceptions
1 benchmark
28 papers with code
Known Unknowns
4 papers with code
Sentence Ambiguity
1 benchmark
1 papers with code
FEVER (2-way)
FEVER (3-way)
Data Summarization
Data Summarization
32 papers with code
Total Energy
Total Energy
31 papers with code
Vulnerability Detection
Vulnerability Detection
29 papers with code
Artificial Life
Artificial Life
23 papers with code
Developmental Learning
5 papers with code
Load Forecasting
Load Forecasting
28 papers with code
Formation Energy
Formation Energy
5 benchmarks
26 papers with code
Table Detection
Table Detection
3 benchmarks
19 papers with code
Clinical Knowledge
Clinical Knowledge
1 benchmark
18 papers with code
Model Discovery
Model Discovery
18 papers with code
Sociology
Sociology
1 benchmark
18 papers with code
Variational Monte Carlo
Variational Monte Carlo
17 papers with code
Econometrics
Econometrics
1 benchmark
16 papers with code
Nutrition
Nutrition
1 benchmark
16 papers with code
Brain Decoding
Brain Decoding
2 benchmarks
15 papers with code
Crop Classification
Crop Classification
13 papers with code
Multilingual text classification
Multilingual text classification
13 papers with code
Non-Intrusive Load Monitoring
Non-Intrusive Load Monitoring
13 papers with code
Seismic Imaging
Seismic Imaging
13 papers with code
Image/Document Clustering
Image/Document Clustering
8 benchmarks
7 papers with code
Self-Organized Clustering
4 papers with code
Multi-target regression
Multi-target regression
1 benchmark
11 papers with code
Crop Yield Prediction
Crop Yield Prediction
1 benchmark
10 papers with code
Recipe Generation
Recipe Generation
5 benchmarks
10 papers with code
Table Extraction
Table Extraction
8 papers with code
Table Functional Analysis
1 papers with code
Parameter Prediction
Parameter Prediction
2 benchmarks
9 papers with code
Robust Design
Robust Design
9 papers with code
Traffic Classification
Traffic Classification
9 papers with code
Twitter Bot Detection
Twitter Bot Detection
2 benchmarks
9 papers with code
Crime Prediction
Crime Prediction
8 papers with code
Geophysics
Geophysics
8 papers with code
Intent Recognition
Multimodal Intent Recognition
3 benchmarks
8 papers with code
Problem Decomposition
Problem Decomposition
8 papers with code
Deception Detection
Deception Detection
7 papers with code
Deception Detection In Videos
Air Pollution Prediction
Air Pollution Prediction
7 papers with code
Food recommendation
Food recommendation
1 benchmark
7 papers with code
Interpretability Techniques for Deep Learning
Interpretability Techniques for Deep Learning
7 papers with code
Next-basket recommendation
Next-basket recommendation
2 benchmarks
7 papers with code
Seismic Interpretation
Facies Classification
2 papers with code
Seismic Detection
1 benchmark
2 papers with code
Seismic Interpretation
1 benchmark
2 papers with code
Cyber Attack Detection
Cyber Attack Detection
6 papers with code
Multi-modal Classification
Image-text Classification
1 benchmark
6 papers with code
Offline RL
DQN Replay Dataset
6 papers with code
Unsupervised Anomaly Detection
Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly
5 benchmarks
4 papers with code
Root Cause Ranking
1 papers with code
Anomaly Detection at 30% anomaly
Anomaly Detection at Various Anomaly Percentages
Unsupervised Contextual Anomaly Detection
Cryptanalysis
Cryptanalysis
5 papers with code
Label Error Detection
Label Error Detection
5 papers with code
Vector Quantization (k-means problem)
Vector Quantization (k-means problem)
5 papers with code
Pcl Detection
SemEval-2022 Task 4-1 (Binary PCL Detection)
1 benchmark
2 papers with code
SemEval-2022 Task 4-2 (Multi-label PCL Detection)
1 benchmark
2 papers with code
3D Bin Packing
3D Bin Packing
4 papers with code
Classification Of Variable Stars
Classification Of Variable Stars
4 papers with code
Gender Bias Detection
Gender Bias Detection
4 papers with code
Human Aging
Human Aging
1 benchmark
4 papers with code
Logical Fallacies
Logical Fallacies
1 benchmark
4 papers with code
Mobile Security
Mobile Security
4 papers with code
Seismic Inversion
Seismic Inversion
4 papers with code
Service Composition
Service Composition
4 papers with code
X-Ray Diffraction (XRD)
X-Ray Diffraction (XRD)
4 papers with code
Neural Network Security
Neural Network Security
1 benchmark
2 papers with code
Website Fingerprinting Defense
1 benchmark
1 papers with code
Ancient Text Restoration
Ancient Text Restoration
1 benchmark
3 papers with code
Fine-Grained Urban Flow Inference
Fine-Grained Urban Flow Inference
4 benchmarks
3 papers with code
Photometric Redshift Estimation
Photometric Redshift Estimation
3 papers with code
Radio Interferometry
Radio Interferometry
3 papers with code
Sequential Correlation Estimation
Sequential Correlation Estimation
3 papers with code
Social Media Popularity Prediction
Social Media Popularity Prediction
1 benchmark
3 papers with code
Non-Linear Elasticity
Cantilever Beam
1 papers with code
Stress-Strain Relation
1 benchmark
1 papers with code
Non-Linear Elasticity
Medical Genetics
Genetic Risk Prediction
1 papers with code
Medical Genetics
1 benchmark
1 papers with code
Air Quality Inference
Air Quality Inference
2 papers with code
Automatic Cell Counting
Automatic Cell Counting
2 papers with code
Computer Security
File Type Identification
2 papers with code
Metadata quality
Metadata quality
2 papers with code
PDE Surrogate Modeling
PDE Surrogate Modeling
2 papers with code
Penn Machine Learning Benchmark
Penn Machine Learning Benchmark
1 benchmark
2 papers with code
Product Recommendation
Context Aware Product Recommendation
2 papers with code
Security Studies
Security Studies
1 benchmark
2 papers with code
Self Adaptive System
Self Adaptive System
2 papers with code
Sequential Quantile Estimation
Sequential Quantile Estimation
2 papers with code
Auto Debugging
Auto Debugging
1 benchmark
1 papers with code
Business Taxonomy Construction
Business Taxonomy Construction
1 papers with code
Crowd Flows Prediction
Crowd Flows Prediction
1 papers with code
Cyber Attack Investigation
Cyber Attack Investigation
1 papers with code
Detect Ground Reflections
Detect Ground Reflections
1 papers with code
Gravitational Wave Detection
Gravitational Wave Detection
1 papers with code
Hindu Knowledge
Hindu Knowledge
1 papers with code
Image-text Classification
Multilingual Image-Text Classification
1 benchmark
1 papers with code
JSONiq Query Execution
JSONiq Query Execution
1 papers with code
Jurisprudence
Jurisprudence
1 benchmark
1 papers with code
Modeling Local Geometric Structure
Modeling Local Geometric Structure
1 papers with code
Network Congestion Control
Network Congestion Control
1 papers with code
Oceanic Eddy Classification
Oceanic Eddy Classification
1 papers with code
Outdoor Positioning
Outdoor Positioning
1 papers with code
Prehistory
Prehistory
1 benchmark
1 papers with code
Pulsar Prediction
Pulsar Prediction
1 papers with code
Sequential Distribution Function Estimation
Sequential Distribution Function Estimation
1 papers with code
Smart Grid Prediction
Smart Grid Prediction
1 papers with code
Time Offset Calibration
Time Offset Calibration
1 papers with code
Virology
Virology
1 benchmark
1 papers with code
Advertising
Advertising
Detecting Adverts
College Medicine
College Medicine
High School European History
High School European History
High School Geography
High School Geography
High School Government and Politics
High School Government and Politics
High School Macroeconomics
High School Macroeconomics
High School Microeconomics
High School Microeconomics
High School Psychology
High School Psychology
High School US History
High School US History
High School World History
High School World History
Home Activity Monitoring
Home Activity Monitoring
Human Organs Senses Multiple Choice
Human Organs Senses Multiple Choice
Human Sexuality
Human Sexuality
International Law
International Law
Link Quality Estimation
Link Quality Estimation
Making Hiring Decisions
Making Hiring Decisions
Multi-Modal Learning
Multi-Modal Learning
Penn Machine Learning Benchmark (Real-World)
Penn Machine Learning Benchmark (Real-World)
Professional Law
Professional Law
Professional Medicine
Professional Medicine
Professional Psychology
Professional Psychology
Public Relations
Public Relations
Text-to-3D-Human Generation
Text-to-3D-Human Generation
US Foreign Policy
US Foreign Policy
World Religions
World Religions
