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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

1,296 benchmarks, 2,178 models, 1,283 papers

Image Generation

1,104 benchmarks, 4,075 models, 1,557 papers

Novel View Synthesis

923 benchmarks, 1,530 models, 875 papers

Image Classification

874 benchmarks, 3,700 models, 1,334 papers

Segmentation

833 benchmarks, 3,210 models, 1,454 papers

NLP

22 tasks

QA

733 benchmarks, 3,176 models, 1,026 papers

Text Classification & Sentiment

707 benchmarks, 1,378 models, 732 papers

Information Retrieval (IR)

284 benchmarks, 554 models, 165 papers

IE / NER

248 benchmarks, 855 models, 490 papers

Top-K & Session Rec

225 benchmarks, 351 models, 167 papers

General

12 tasks

OOD & Anomaly Detection

1,128 benchmarks, 1,911 models, 711 papers

Transfer & Generalization

926 benchmarks, 2,058 models, 753 papers

Learning Paradigms

624 benchmarks, 1,516 models, 618 papers

Adversarial Attack & Robustness

589 benchmarks, 1,689 models, 396 papers

Model Optimization / NAS

557 benchmarks, 2,504 models, 508 papers

AI4S

10 tasks

Medical Image Segmentation

534 benchmarks, 646 models, 342 papers

Medical Diagnosis

337 benchmarks, 432 models, 204 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

136 benchmarks, 250 models, 68 papers

TTS & Voice Conversion

110 benchmarks, 228 models, 103 papers

Audio Classification & SED

59 benchmarks, 125 models, 88 papers

Speech Separation & Enhance

48 benchmarks, 80 models, 58 papers

SER

40 benchmarks, 83 models, 45 papers

LLM & Reasoning

6 tasks

Math & Logical Reasoning

753 benchmarks, 3,211 models, 728 papers

Agents

507 benchmarks, 1,292 models, 368 papers

Prompt Engineering

471 benchmarks, 825 models, 169 papers

Commonsense Reasoning

436 benchmarks, 1,209 models, 277 papers

Factual Consistency

291 benchmarks, 555 models, 142 papers

Time Series

6 tasks

Time Series Forecasting

674 benchmarks, 864 models, 404 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

Continuous Control

51 benchmarks, 27 models, 16 papers

Game AI

50 benchmarks, 70 models, 31 papers

Meta-RL

34 benchmarks, 22 models, 14 papers

Atari Games

9 benchmarks, 14 models, 6 papers

Robotics

4 tasks

Robotic Manipulation

391 benchmarks, 484 models, 258 papers

Robot Learning

222 benchmarks, 170 models, 97 papers

Visual Navigation

179 benchmarks, 494 models, 198 papers

Locomotion

54 benchmarks, 32 models, 19 papers