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State of the Art

Explore state-of-the-art AI benchmarks, models, and research papers across various tasks

Categories

Browse AI tasks organized by research area

Computer Vision

27 tasks

Image Restoration

1,316 benchmarks, 2,206 models, 1,310 papers

Image Generation

1,130 benchmarks, 4,104 models, 1,582 papers

Novel View Synthesis

968 benchmarks, 1,556 models, 912 papers

Image Classification

880 benchmarks, 3,709 models, 1,341 papers

Segmentation

849 benchmarks, 3,233 models, 1,469 papers

NLP

22 tasks

QA

757 benchmarks, 3,224 models, 1,051 papers

Text Classification & Sentiment

743 benchmarks, 1,454 models, 753 papers

Information Retrieval (IR)

294 benchmarks, 559 models, 168 papers

IE / NER

266 benchmarks, 883 models, 499 papers

Top-K & Session Rec

225 benchmarks, 351 models, 167 papers

General

12 tasks

OOD & Anomaly Detection

1,136 benchmarks, 1,917 models, 720 papers

Transfer & Generalization

932 benchmarks, 2,068 models, 759 papers

Learning Paradigms

638 benchmarks, 1,547 models, 627 papers

Adversarial Attack & Robustness

604 benchmarks, 1,691 models, 399 papers

Model Optimization / NAS

574 benchmarks, 2,527 models, 524 papers

AI4S

10 tasks

Medical Image Segmentation

535 benchmarks, 653 models, 345 papers

Medical Diagnosis

340 benchmarks, 445 models, 207 papers

Medical Image Classification

262 benchmarks, 388 models, 150 papers

Molecular Property Pred.

203 benchmarks, 239 models, 138 papers

Gene Expression Analysis

134 benchmarks, 78 models, 51 papers

Audio

9 tasks

ASR

137 benchmarks, 251 models, 69 papers

TTS & Voice Conversion

112 benchmarks, 232 models, 107 papers

Audio Classification & SED

59 benchmarks, 125 models, 88 papers

Speech Separation & Enhance

48 benchmarks, 80 models, 59 papers

SER

40 benchmarks, 83 models, 45 papers

LLM & Reasoning

6 tasks

Math & Logical Reasoning

753 benchmarks, 3,215 models, 730 papers

Agents

515 benchmarks, 1,298 models, 370 papers

Prompt Engineering

472 benchmarks, 826 models, 170 papers

Commonsense Reasoning

443 benchmarks, 1,212 models, 281 papers

Factual Consistency

296 benchmarks, 557 models, 145 papers

Time Series

6 tasks

Time Series Forecasting

678 benchmarks, 868 models, 406 papers

Time Series Clustering

558 benchmarks, 309 models, 193 papers

Time Series Classification

470 benchmarks, 298 models, 155 papers

Time Series Imputation

170 benchmarks, 75 models, 45 papers

TS Density Estimation

148 benchmarks, 96 models, 36 papers

Reinforcement Learning

5 tasks

Vision-based RL

127 benchmarks, 88 models, 49 papers

Game AI

52 benchmarks, 72 models, 33 papers

Continuous Control

51 benchmarks, 27 models, 16 papers

Meta-RL

34 benchmarks, 22 models, 14 papers

Atari Games

9 benchmarks, 14 models, 6 papers

Robotics

4 tasks

Robotic Manipulation

394 benchmarks, 485 models, 259 papers

Robot Learning

225 benchmarks, 175 models, 99 papers

Visual Navigation

180 benchmarks, 498 models, 202 papers

Locomotion

54 benchmarks, 32 models, 19 papers