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AI SOTA Benchmarks

Latest AI model performance metrics, GPU benchmarks, and cutting-edge papers

Categories

Browse tasks by category

Computer Vision

1594 tasks

Image Classification

166 benchmarks, NaN models, 45 papers

Semantic Segmentation

149 benchmarks, NaN models, 8 papers

Object Detection

122 benchmarks, NaN models, 15 papers

Few-Shot Image Classification

90 benchmarks, NaN models, 47 papers

Image Generation

90 benchmarks, NaN models, 37 papers

Natural Language Processing

733 tasks

Question Answering

149 benchmarks, NaN models, 15 papers

Text Classification

85 benchmarks, NaN models, 13 papers

Machine Translation

83 benchmarks, NaN models, 15 papers

Named Entity Recognition (NER)

77 benchmarks, NaN models, 41 papers

Text Generation

71 benchmarks, NaN models, 14 papers

Medical

288 tasks

Medical Image Segmentation

48 benchmarks, NaN models, 36 papers

Drug Discovery

28 benchmarks, NaN models, 28 papers

Sleep Stage Detection

16 benchmarks, NaN models, 34 papers

Within-Session ERP

15 benchmarks, NaN models, 1 papers

Text-to-Image Generation

13 benchmarks, NaN models, 23 papers

Miscellaneous

280 tasks

Image Super-Resolution

68 benchmarks, NaN models, 10 papers

Recommendation Systems

55 benchmarks, NaN models, 7 papers

Click-Through Rate Prediction

20 benchmarks, NaN models, 23 papers

Molecular Property Prediction

18 benchmarks, NaN models, 29 papers

Age Estimation

16 benchmarks, NaN models, 42 papers

Methodology

210 tasks

Object Detection

122 benchmarks, NaN models, 15 papers

Anomaly Detection

76 benchmarks, NaN models, 29 papers

Classification

71 benchmarks, NaN models, 49 papers

Domain Adaptation

58 benchmarks, NaN models, 37 papers

Unsupervised Domain Adaptation

41 benchmarks, NaN models, 27 papers

Time Series

118 tasks

Time Series Forecasting

86 benchmarks, NaN models, 49 papers

Time Series Classification

52 benchmarks, NaN models, 13 papers

Traffic Prediction

33 benchmarks, NaN models, 11 papers

Pose Estimation

31 benchmarks, NaN models, 39 papers

GLinear

19 benchmarks, NaN models, 1 papers

Graphs

112 tasks

Node Classification

127 benchmarks, NaN models, 42 papers

Link Prediction

80 benchmarks, NaN models, 36 papers

Graph Classification

72 benchmarks, NaN models, 7 papers

Image Super-Resolution

68 benchmarks, NaN models, 10 papers

Graph Regression

17 benchmarks, NaN models, 40 papers

Audio

87 tasks

Audio Classification

26 benchmarks, NaN models, 44 papers

Beat Tracking

15 benchmarks, NaN models, 18 papers

Downbeat Tracking

13 benchmarks, NaN models, 11 papers

Few-Shot Audio Classification

10 benchmarks, NaN models, 8 papers

Bandwidth Extension

6 benchmarks, NaN models, 45 papers

Speech

86 tasks

Speech Recognition

148 benchmarks, NaN models, 23 papers

Speech Separation

19 benchmarks, NaN models, 49 papers

Speaker Diarization

15 benchmarks, NaN models, 12 papers

Speech Emotion Recognition

15 benchmarks, NaN models, 4 papers

Speech Enhancement

14 benchmarks, NaN models, 39 papers

Reasoning

75 tasks

Common Sense Reasoning

24 benchmarks, NaN models, 45 papers

Zero-Shot Video Question Answer

16 benchmarks, NaN models, 25 papers

Math Word Problem Solving

13 benchmarks, NaN models, 6 papers

Visual Reasoning

12 benchmarks, NaN models, 24 papers

3D Human Reconstruction

10 benchmarks, NaN models, 48 papers

Computer Code

68 tasks

Semantic Segmentation

149 benchmarks, NaN models, 8 papers

Code Generation

26 benchmarks, NaN models, 31 papers

Deblurring

16 benchmarks, NaN models, 4 papers

Text-To-SQL

10 benchmarks, NaN models, 23 papers

Source Code Summarization

9 benchmarks, NaN models, 7 papers

Robots

62 tasks

Semantic Segmentation

149 benchmarks, NaN models, 8 papers

Fraud Detection

12 benchmarks, NaN models, 15 papers

DeepFake Detection

11 benchmarks, NaN models, 5 papers

Omniverse Isaac Gym

6 benchmarks, NaN models, 4 papers

Visual Navigation

6 benchmarks, NaN models, 2 papers

Knowledge Base

52 tasks

Math Word Problem Solving

13 benchmarks, NaN models, 6 papers

Text-to-Image Generation

13 benchmarks, NaN models, 23 papers

Entity Alignment

10 benchmarks, NaN models, 38 papers

Multi-modal Entity Alignment

8 benchmarks, NaN models, 18 papers

Document Summarization

7 benchmarks, NaN models, 46 papers

Playing Games

49 tasks

Continuous Control

73 benchmarks, NaN models, 21 papers

Image Super-Resolution

68 benchmarks, NaN models, 10 papers

Atari Games

64 benchmarks, NaN models, 11 papers

OpenAI Gym

17 benchmarks, NaN models, 23 papers

SMAC+

16 benchmarks, NaN models, 18 papers

Music

37 tasks

DeepFake Detection

11 benchmarks, NaN models, 5 papers

Music Transcription

6 benchmarks, NaN models, 40 papers

Audio Super-Resolution

4 benchmarks, NaN models, 22 papers

Cover song identification

4 benchmarks, NaN models, 18 papers

Music Auto-Tagging

4 benchmarks, NaN models, 19 papers

Adversarial

34 tasks

Open-Domain Question Answering

15 benchmarks, NaN models, 30 papers

Face Detection

13 benchmarks, NaN models, 25 papers

Handwritten Text Recognition

13 benchmarks, NaN models, 32 papers

Adversarial Defense

10 benchmarks, NaN models, 34 papers

Adversarial Robustness

7 benchmarks, NaN models, 5 papers

LLM

15 tasks

agent

0 benchmarks, NaN models, 29 papers

code

0 benchmarks, NaN models, 25 papers

creation

0 benchmarks, NaN models, 6 papers

examination

0 benchmarks, NaN models, 18 papers

instruct

0 benchmarks, NaN models, 6 papers