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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

1,376 benchmarks, 2,354 models, 1,364 papers

Image Generation

1,170 benchmarks, 4,272 models, 1,632 papers

Novel View Synthesis

1,020 benchmarks, 1,725 models, 954 papers

Image Classification

925 benchmarks, 3,838 models, 1,371 papers

Segmentation

875 benchmarks, 3,335 models, 1,500 papers

NLP

22 tasks

QA

764 benchmarks, 3,313 models, 1,061 papers

Text Classification & Sentiment

758 benchmarks, 1,493 models, 763 papers

Information Retrieval (IR)

295 benchmarks, 582 models, 171 papers

IE / NER

267 benchmarks, 892 models, 502 papers

Top-K & Session Rec

236 benchmarks, 365 models, 171 papers

General

12 tasks

OOD & Anomaly Detection

1,174 benchmarks, 2,052 models, 741 papers

Transfer & Generalization

946 benchmarks, 2,201 models, 777 papers

Learning Paradigms

650 benchmarks, 1,592 models, 642 papers

Adversarial Attack & Robustness

615 benchmarks, 1,726 models, 406 papers

Model Optimization / NAS

588 benchmarks, 2,792 models, 538 papers

AI4S

10 tasks

Medical Image Segmentation

560 benchmarks, 696 models, 356 papers

Medical Diagnosis

340 benchmarks, 453 models, 210 papers

Medical Image Classification

275 benchmarks, 406 models, 153 papers

Molecular Property Pred.

204 benchmarks, 240 models, 139 papers

Gene Expression Analysis

139 benchmarks, 85 models, 54 papers

Audio

9 tasks

ASR

137 benchmarks, 257 models, 71 papers

TTS & Voice Conversion

118 benchmarks, 244 models, 112 papers

Audio Classification & SED

59 benchmarks, 131 models, 93 papers

Speech Separation & Enhance

53 benchmarks, 85 models, 61 papers

SER

40 benchmarks, 86 models, 46 papers

LLM & Reasoning

6 tasks

Math & Logical Reasoning

762 benchmarks, 3,308 models, 741 papers

Agents

520 benchmarks, 1,317 models, 374 papers

Prompt Engineering

478 benchmarks, 850 models, 173 papers

Commonsense Reasoning

455 benchmarks, 1,282 models, 289 papers

Factual Consistency

298 benchmarks, 572 models, 146 papers

Time Series

6 tasks

Time Series Forecasting

684 benchmarks, 902 models, 412 papers

Time Series Clustering

580 benchmarks, 333 models, 201 papers

Time Series Classification

479 benchmarks, 309 models, 158 papers

Time Series Imputation

171 benchmarks, 76 models, 46 papers

TS Density Estimation

154 benchmarks, 101 models, 38 papers

Reinforcement Learning

5 tasks

Vision-based RL

138 benchmarks, 97 models, 53 papers

Game AI

53 benchmarks, 74 models, 34 papers

Continuous Control

51 benchmarks, 27 models, 16 papers

Meta-RL

34 benchmarks, 22 models, 14 papers

Atari Games

10 benchmarks, 16 models, 7 papers

Robotics

4 tasks

Robotic Manipulation

431 benchmarks, 511 models, 270 papers

Robot Learning

225 benchmarks, 182 models, 100 papers

Visual Navigation

182 benchmarks, 515 models, 204 papers

Locomotion

57 benchmarks, 33 models, 19 papers