Browse State-of-the-Art
2088개 벤치마크 task
Computer Vision
Object Detection
벤치마크 125개 · 논문 388편
· 상위: 16k
3D Object Detection
벤치마크 67개 · 논문 190편
· 상위: Object Detection
Image Super-Resolution
벤치마크 69개 · 논문 148편
· 상위: 16k
Video Super-Resolution
벤치마크 16개 · 논문 64편
· 상위: 3D Face Animation
Few-Shot Image Classification
벤치마크 89개 · 논문 158편
· 상위: Image Classification
3D Human Pose Estimation
벤치마크 26개 · 논문 266편
· 상위: Pose Estimation
Few-Shot Semantic Segmentation
벤치마크 13개 · 논문 64편
· 상위: Few-Shot Learning
Domain Generalization
벤치마크 21개 · 논문 165편
· 상위: Domain Adaptation
Semi-Supervised Video Object Segmentation
벤치마크 16개 · 논문 93편
· 상위: Video Object Segmentation
Facial Expression Recognition (FER)
벤치마크 25개 · 논문 80편
· 상위: Facial Recognition and Modelling
Deblurring
벤치마크 17개 · 논문 71편
Face Detection
벤치마크 13개 · 논문 41편
Image Manipulation Detection
벤치마크 21개 · 논문 10편
· 상위: 3D Action Recognition
RGB Salient Object Detection
벤치마크 13개 · 논문 35편
· 상위: Object Detection
Semi-Supervised Image Classification
벤치마크 58개 · 논문 106편
· 상위: Image Classification
Natural Language Processing
Question Answering
벤치마크 144개 · 논문 464편
Language Modelling
벤치마크 59개 · 논문 159편
Code Generation
벤치마크 31개 · 논문 96편
Text-to-Image Generation
벤치마크 17개 · 논문 87편
Visual Question Answering (VQA)
벤치마크 76개 · 논문 226편
Text Classification
벤치마크 68개 · 논문 119편
· 상위: Classification
Task-Oriented Dialogue Systems
벤치마크 6개 · 논문 12편
· 상위: Dialogue
Visual Question Answering
벤치마크 29개 · 논문 180편
· 상위: Visual Question Answering (VQA)
Long-Context Understanding
벤치마크 6개 · 논문 13편
Multi-task Language Understanding
벤치마크 6개 · 논문 27편
· 상위: Multi-Task Learning
Natural Language Inference
벤치마크 33개 · 논문 149편
Instruction Following
벤치마크 2개 · 논문 3편
Named Entity Recognition (NER)
벤치마크 76개 · 논문 158편
Machine Translation
벤치마크 84개 · 논문 161편
Image Captioning
벤치마크 33개 · 논문 63편
Methodology
Long-tail Learning
벤치마크 20개 · 논문 103편
· 상위: Generalized Few-Shot Classification
Neural Architecture Search
벤치마크 26개 · 논문 116편
· 상위: AutoML
Unsupervised Domain Adaptation
벤치마크 49개 · 논문 137편
· 상위: Domain Adaptation
Anomaly Detection
벤치마크 76개 · 논문 282편
Face Recognition
벤치마크 25개 · 논문 29편
· 상위: Facial Recognition and Modelling
Molecular Property Prediction
벤치마크 18개 · 논문 38편
· 상위: Atomistic Description
Thermal Image Segmentation
벤치마크 7개 · 논문 69편
· 상위: 2D Object Detection
Self-Supervised Image Classification
벤치마크 3개 · 논문 88편
Domain Adaptation
벤치마크 58개 · 논문 159편
Multi-Label Classification
벤치마크 10개 · 논문 39편
Anomaly Detection In Surveillance Videos
벤치마크 7개 · 논문 38편
· 상위: Anomaly Detection
Lightweight Face Recognition
벤치마크 7개 · 논문 5편
· 상위: Face Recognition
Classification
벤치마크 58개 · 논문 87편
Multi-Label Text Classification
벤치마크 20개 · 논문 22편
· 상위: Text Classification
Continual Learning
벤치마크 33개 · 논문 43편
Medical
Semantic Segmentation
벤치마크 151개 · 논문 747편
· 상위: 10-shot image generation
Semi-Supervised Semantic Segmentation
벤치마크 45개 · 논문 48편
· 상위: Semantic Segmentation
Image Generation
벤치마크 93개 · 논문 309편
Within-Session Motor Imagery (left hand vs. right hand)
벤치마크 10개 · 논문 1편
· 상위: Within-Session Motor Imagery
Within-Session Motor Imagery (right hand vs. feet)
벤치마크 9개 · 논문 1편
· 상위: Within-Session Motor Imagery
Within-Session ERP
벤치마크 15개 · 논문 1편
· 상위: ERP
Learning with noisy labels
벤치마크 20개 · 논문 44편
· 상위: Document Text Classification
Within-Session Motor Imagery (all classes)
벤치마크 6개 · 논문 1편
· 상위: Within-Session Motor Imagery
Weakly-Supervised Semantic Segmentation
벤치마크 10개 · 논문 59편
· 상위: Semantic Segmentation
Medical Image Segmentation
벤치마크 50개 · 논문 129편
Image Denoising
벤치마크 21개 · 논문 40편
· 상위: Denoising
Real-Time Semantic Segmentation
벤치마크 8개 · 논문 45편
· 상위: Semantic Segmentation
Within-Session SSVEP
벤치마크 7개 · 논문 1편
· 상위: SSVEP
Blind Super-Resolution
벤치마크 18개 · 논문 10편
· 상위: Image Reconstruction
Retinal Vessel Segmentation
벤치마크 10개 · 논문 27편
· 상위: Medical Image Segmentation
Miscellaneous
Formation Energy
벤치마크 14개 · 논문 25편
· 상위: Atomistic Description
Automated Theorem Proving
벤치마크 9개 · 논문 30편
· 상위: Mathematical Proofs
Click-Through Rate Prediction
벤치마크 20개 · 논문 48편
Fraud Detection
벤치마크 12개 · 논문 18편
· 상위: Active Speaker Detection
Making Hiring Decisions
벤치마크 1개 · 논문 0편
Zero-Shot Cross-Modal Retrieval
벤치마크 3개 · 논문 22편
· 상위: Image Retrieval with Multi-Modal Query
Malware Classification
벤치마크 3개 · 논문 14편
Tabular Data Generation
벤치마크 6개 · 논문 3편
Multimodal Intent Recognition
벤치마크 3개 · 논문 9편
· 상위: Intent Recognition
Collaborative Filtering
벤치마크 4개 · 논문 12편
Weather Forecasting
벤치마크 5개 · 논문 16편
Social Media Popularity Prediction
벤치마크 1개 · 논문 0편
Event-based Object Segmentation
벤치마크 4개 · 논문 8편
Fact Checking
벤치마크 7개 · 논문 10편
Natural Questions
벤치마크 2개 · 논문 3편
· 상위: General Knowledge
Audio
Audio Classification
벤치마크 22개 · 논문 96편
· 상위: Classification
Speech Recognition
벤치마크 65개 · 논문 141편
Emotion Recognition in Conversation
벤치마크 16개 · 논문 95편
· 상위: Emotion Recognition
Speech Enhancement
벤치마크 17개 · 논문 70편
DeepFake Detection
벤치마크 11개 · 논문 24편
· 상위: 3D Shape Reconstruction from Videos
Speech Synthesis
벤치마크 5개 · 논문 19편
· 상위: Accented Speech Recognition
Automatic Lyrics Transcription
벤치마크 5개 · 논문 2편
· 상위: Speech Recognition
2D Semantic Segmentation
벤치마크 11개 · 논문 18편
Audio Super-Resolution
벤치마크 4개 · 논문 8편
· 상위: 10-shot image generation
Audio captioning
벤치마크 2개 · 논문 20편
Text to Audio Retrieval
벤치마크 4개 · 논문 11편
Audio Generation
벤치마크 3개 · 논문 22편
Sound Event Detection
벤치마크 5개 · 논문 17편
Emotion Recognition
벤치마크 9개 · 논문 22편
Text-to-Music Generation
벤치마크 2개 · 논문 15편
Time Series
Skeleton Based Action Recognition
벤치마크 34개 · 논문 201편
· 상위: 3D Action Recognition
Action Recognition
벤치마크 56개 · 논문 298편
· 상위: Activity Recognition
Time Series Forecasting
벤치마크 86개 · 논문 76편
· 상위: Time Series Analysis
Video Quality Assessment
벤치마크 10개 · 논문 60편
· 상위: Video Understanding
Self-Supervised Action Recognition
벤치마크 6개 · 논문 39편
· 상위: Action Recognition
Video Prediction
벤치마크 19개 · 논문 66편
· 상위: Video
Time Series Classification
벤치마크 52개 · 논문 30편
Traffic Prediction
벤치마크 33개 · 논문 61편
Trajectory Prediction
벤치마크 32개 · 논문 63편
Multivariate Time Series Forecasting
벤치마크 17개 · 논문 19편
· 상위: Time Series Forecasting
Action Triplet Recognition
벤치마크 7개 · 논문 7편
· 상위: Action Recognition
Multivariate Time Series Imputation
벤치마크 9개 · 논문 17편
· 상위: Imputation
Action Detection
벤치마크 11개 · 논문 40편
Few Shot Action Recognition
벤치마크 5개 · 논문 10편
· 상위: Action Recognition
GLinear
벤치마크 19개 · 논문 1편
· 상위: Multivariate Time Series Forecasting
Graphs
Node Classification
벤치마크 138개 · 논문 241편
Graph Classification
벤치마크 73개 · 논문 155편
· 상위: Classification
Link Prediction
벤치마크 80개 · 논문 168편
Node Classification on Non-Homophilic (Heterophilic) Graphs
벤치마크 15개 · 논문 28편
· 상위: Node Classification
Hand Pose Estimation
벤치마크 10개 · 논문 23편
· 상위: Hand
Graph Regression
벤치마크 23개 · 논문 82편
Node Property Prediction
벤치마크 5개 · 논문 61편
Link Property Prediction
벤치마크 6개 · 논문 54편
Graph Property Prediction
벤치마크 5개 · 논문 45편
Unsupervised Anomaly Detection
벤치마크 18개 · 논문 22편
· 상위: Anomaly Detection
Image Rescaling
벤치마크 18개 · 논문 4편
· 상위: Super-Resolution
Photo geolocation estimation
벤치마크 6개 · 논문 13편
· 상위: 4K 60Fps
Graph Matching
벤치마크 7개 · 논문 27편
Heterogeneous Node Classification
벤치마크 7개 · 논문 14편
· 상위: Node Classification
Atomic number classification
벤치마크 2개 · 논문 1편
· 상위: Node Classification
Robots
Continuous Control
벤치마크 73개 · 논문 13편
· 상위: 3D Face Modelling
Face Anti-Spoofing
벤치마크 8개 · 논문 14편
· 상위: Depth And Camera Motion
Vision and Language Navigation
벤치마크 5개 · 논문 23편
Bench2Drive
벤치마크 1개 · 논문 50편
· 상위: Autonomous Driving
Robot Manipulation
벤치마크 5개 · 논문 49편
NavSim
벤치마크 1개 · 논문 17편
· 상위: Autonomous Driving
Gesture Generation
벤치마크 4개 · 논문 21편
· 상위: 3D Shape Generation
Autonomous Driving
벤치마크 4개 · 논문 15편
· 상위: Autonomous Vehicles
Robot Navigation
벤치마크 4개 · 논문 5편
Visual Navigation
벤치마크 6개 · 논문 19편
Multimodal Activity Recognition
벤치마크 10개 · 논문 25편
· 상위: Activity Recognition
Traffic Sign Recognition
벤치마크 10개 · 논문 9편
· 상위: Autonomous Vehicles
CARLA longest6
벤치마크 1개 · 논문 13편
MuJoCo Games
벤치마크 17개 · 논문 5편
Robotic Grasping
벤치마크 4개 · 논문 15편
Knowledge Base
Recommendation Systems
벤치마크 55개 · 논문 92편
Text Summarization
벤치마크 37개 · 논문 108편
Entity Alignment
벤치마크 10개 · 논문 25편
· 상위: Data Integration
Multi-modal Entity Alignment
벤치마크 8개 · 논문 6편
· 상위: Entity Alignment
Complex Query Answering
벤치마크 6개 · 논문 8편
· 상위: Knowledge Graphs
Multimodal Recommendation
벤치마크 5개 · 논문 1편
· 상위: Recommendation Systems
Column Type Annotation
벤치마크 12개 · 논문 22편
· 상위: Table annotation
Knowledge Graphs
벤치마크 4개 · 논문 6편
· 상위: Large Language Model
Knowledge Graph Completion
벤치마크 7개 · 논문 8편
· 상위: Knowledge Graphs
3D Human Shape Estimation
벤치마크 2개 · 논문 9편
· 상위: 3D Absolute Human Pose Estimation
2D Human Pose Estimation
벤치마크 10개 · 논문 29편
Mathematical Reasoning
벤치마크 10개 · 논문 15편
Session-Based Recommendations
벤치마크 7개 · 논문 12편
· 상위: Recommendation Systems
Cell Entity Annotation
벤치마크 5개 · 논문 9편
· 상위: Table annotation
3D Absolute Human Pose Estimation
벤치마크 3개 · 논문 6편
· 상위: 3D Human Pose Estimation
Speech
Spoken language identification
벤치마크 12개 · 논문 6편
· 상위: Spoken Language Understanding
Speech Separation
벤치마크 19개 · 논문 47편
Keyword Spotting
벤치마크 10개 · 논문 54편
Spoken Language Understanding
벤치마크 5개 · 논문 20편
· 상위: Dialogue Understanding
Speech Emotion Recognition
벤치마크 16개 · 논문 36편
· 상위: Emotion Recognition
Speaker Verification
벤치마크 12개 · 논문 14편
Audio Deepfake Detection
벤치마크 2개 · 논문 11편
· 상위: DeepFake Detection
Speaker Diarization
벤치마크 12개 · 논문 11편
Automatic Speech Recognition (ASR)
벤치마크 9개 · 논문 12편
· 상위: Speech Recognition
Dialogue State Tracking
벤치마크 7개 · 논문 26편
· 상위: Dialogue
Audio-Visual Speech Recognition
벤치마크 4개 · 논문 19편
Dialogue Act Classification
벤치마크 5개 · 논문 14편
· 상위: Dialogue
Arabic Text Diacritization
벤치마크 2개 · 논문 7편
Speech-to-Speech Translation
벤치마크 3개 · 논문 6편
Speaker Identification
벤치마크 4개 · 논문 9편
Adversarial
Image Classification
벤치마크 166개 · 논문 928편
Handwritten Text Recognition
벤치마크 13개 · 논문 19편
· 상위: Optical Character Recognition (OCR)
Efficient ViTs
벤치마크 3개 · 논문 21편
· 상위: Image Classification
Unsupervised Image Classification
벤치마크 7개 · 논문 29편
· 상위: Image Classification
Text Generation
벤치마크 20개 · 논문 29편
Sequential Image Classification
벤치마크 3개 · 논문 34편
· 상위: Image Classification
Small Data Image Classification
벤치마크 12개 · 논문 5편
· 상위: Image Classification
Adversarial Robustness
벤치마크 7개 · 논문 9편
Adversarial Defense
벤치마크 10개 · 논문 16편
Adversarial Attack
벤치마크 3개 · 논문 9편
Fairness
벤치마크 9개 · 논문 3편
Provable Adversarial Defense
벤치마크 2개 · 논문 1편
· 상위: Adversarial Defense
Satellite Image Classification
벤치마크 3개 · 논문 4편
· 상위: Image Classification
Fact-based Text Editing
벤치마크 2개 · 논문 1편
· 상위: Text Generation
Superpixel Image Classification
벤치마크 1개 · 논문 6편
· 상위: Image Classification
Music
Face Alignment
벤치마크 26개 · 논문 92편
· 상위: Facial Recognition and Modelling
Face Identification
벤치마크 5개 · 논문 22편
· 상위: Facial Recognition and Modelling
Face Swapping
벤치마크 4개 · 논문 9편
· 상위: 10-shot image generation
Music Source Separation
벤치마크 3개 · 논문 25편
Facial Action Unit Detection
벤치마크 3개 · 논문 7편
· 상위: Facial Recognition and Modelling
Facial Attribute Classification
벤치마크 7개 · 논문 15편
· 상위: Facial Recognition and Modelling
Face Sketch Synthesis
벤치마크 5개 · 논문 5편
· 상위: Facial Recognition and Modelling
Music Transcription
벤치마크 6개 · 논문 14편
Facial Beauty Prediction
벤치마크 3개 · 논문 4편
· 상위: Facial Recognition and Modelling
Gender Prediction
벤치마크 3개 · 논문 4편
· 상위: Facial Recognition and Modelling
Heterogeneous Face Recognition
벤치마크 3개 · 논문 2편
· 상위: Facial Recognition and Modelling
Cover song identification
벤치마크 4개 · 논문 8편
Facial Inpainting
벤치마크 3개 · 논문 2편
· 상위: Facial Recognition and Modelling
Face Hallucination
벤치마크 1개 · 논문 4편
· 상위: Facial Recognition and Modelling
Music Modeling
벤치마크 2개 · 논문 9편
Reasoning
Math Word Problem Solving
벤치마크 15개 · 논문 71편
· 상위: Mathematical Question Answering
Zero-Shot Video Question Answer
벤치마크 17개 · 논문 74편
· 상위: Question Answering
Video Question Answering
벤치마크 28개 · 논문 119편
Visual Reasoning
벤치마크 12개 · 논문 45편
Arithmetic Reasoning
벤치마크 5개 · 논문 59편
Video-based Generative Performance Benchmarking (Correctness of Information)
벤치마크 1개 · 논문 16편
· 상위: Video-based Generative Performance Benchmarking
Video-based Generative Performance Benchmarking
벤치마크 1개 · 논문 19편
· 상위: Generative Visual Question Answering
Video-based Generative Performance Benchmarking (Consistency)
벤치마크 1개 · 논문 16편
· 상위: Video-based Generative Performance Benchmarking
Video-based Generative Performance Benchmarking (Contextual Understanding)
벤치마크 1개 · 논문 16편
· 상위: Video-based Generative Performance Benchmarking
Video-based Generative Performance Benchmarking (Detail Orientation))
벤치마크 1개 · 논문 16편
· 상위: Video-based Generative Performance Benchmarking
Video-based Generative Performance Benchmarking (Temporal Understanding)
벤치마크 1개 · 논문 16편
· 상위: Video-based Generative Performance Benchmarking
Emotion Interpretation
벤치마크 2개 · 논문 1편
Natural Language Visual Grounding
벤치마크 1개 · 논문 13편
Multimodal Reasoning
벤치마크 3개 · 논문 3편
Visual Commonsense Reasoning
벤치마크 7개 · 논문 2편
· 상위: Visual Reasoning
Computer Code
Motion Synthesis
벤치마크 13개 · 논문 61편
· 상위: 10-shot image generation
Code Documentation Generation
벤치마크 7개 · 논문 2편
· 상위: Code Generation
Chart Question Answering
벤치마크 3개 · 논문 17편
· 상위: Visual Question Answering (VQA)
Code Completion
벤치마크 6개 · 논문 6편
Type prediction
벤치마크 3개 · 논문 9편
· 상위: Program Synthesis
Code Search
벤치마크 7개 · 논문 8편
Physical Simulations
벤치마크 5개 · 논문 4편
Program Repair
벤치마크 4개 · 논문 6편
· 상위: Program Synthesis
Annotated Code Search
벤치마크 3개 · 논문 1편
· 상위: Code Search
OpenAPI code completion
벤치마크 1개 · 논문 1편
· 상위: Code Completion
Remote Sensing Image Classification
벤치마크 1개 · 논문 1편
· 상위: Remote Sensing
EditCompletion
벤치마크 1개 · 논문 1편
Program Synthesis
벤치마크 3개 · 논문 3편
Nature-Inspired Optimization Algorithm
벤치마크 2개 · 논문 1편
Text-to-Code Generation
벤치마크 1개 · 논문 2편
Playing Games
Atari Games
벤치마크 65개 · 논문 69편
· 상위: Video Games
SMAC+
벤치마크 16개 · 논문 10편
· 상위: SMAC
SMAC
벤치마크 11개 · 논문 5편
· 상위: Multi-agent Reinforcement Learning
3D Face Animation
벤치마크 3개 · 논문 9편
· 상위: 2D Human Pose Estimation
OpenAI Gym
벤치마크 17개 · 논문 9편
Trajectory Planning
벤치마크 2개 · 논문 9편
· 상위: Industrial Robots
SNES Games
벤치마크 5개 · 논문 1편
· 상위: Video Games
Control with Prametrised Actions
벤치마크 3개 · 논문 2편
Montezuma's Revenge
벤치마크 1개 · 논문 2편
· 상위: Atari Games
Starcraft II
벤치마크 3개 · 논문 2편
· 상위: Real-Time Strategy Games
Playing the Game of 2048
벤치마크 1개 · 논문 2편
Game of Doom
벤치마크 1개 · 논문 1편
· 상위: FPS Games
Game of Go
벤치마크 1개 · 논문 1편
· 상위: Board Games
Game of Shogi
벤치마크 1개 · 논문 1편
· 상위: Board Games
Game of Sudoku
벤치마크 1개 · 논문 1편