AI SOTA 벤치마크

최신 인공지능 모델 성능 비교, GPU 벤치마크 및 최신 연구 논문

AI 모델 성능 벤치마크

주요 AI 모델의 다양한 작업에 대한 성능 지표 비교, 최첨단 기술 수준 제시

GPU 벤치마크

최신 GPU 하드웨어 및 소프트웨어 성능 평가로 하드웨어 선택에 도움 제공

소프트웨어 성능

DeepSeek-R1-Distill-Qwen-7B

환경: vllm

DeepSeek-R1-Distill-Llama-8B

환경: vllm

DeepSeek-R1-Distill-Qwen-14B

환경: vllm

DeepSeek-R1-Distill-Qwen-32B

환경: vllm

DeepSeek-R1-Distill-Llama-70B

환경: vllm

DeepSeek-R1-Distill-Qwen-7B

환경: sglang

DeepSeek-R1-Distill-Llama-8B

환경: sglang

DeepSeek-R1-Distill-Qwen-14B

환경: sglang

DeepSeek-R1-Distill-Qwen-32B

환경: sglang

DeepSeek-R1-Distill-Llama-70B

환경: sglang

AI SOTA 벤치마크

AI 모델 성능 벤치마크

Open-Domain Question Answering

Handwritten Text Recognition

Adversarial Defense

Red Teaming

Backdoor Attack

Audio Classification

Bandwidth Extension

Target Speaker Extraction

Inference Optimization

Room Impulse Response (RIR)

Type prediction

Chart Question Answering

Compiler Optimization

Traffic Signal Control

Code Classification

Action Quality Assessment

3D Lane Detection

Colorization

Color Constancy

Human Dynamics

Node Classification

Graph Property Prediction

Jet Tagging

Triple Classification

Graph Sampling

Document Summarization

Knowledge Graphs

Explainable Artificial Intelligence (XAI)

Ontology Matching

Knowledge Base Construction

multimodal

reasoning

understanding

other

knowledge

Skin Lesion Segmentation

Diabetic Retinopathy Detection

Pharmacovigilance

SSVEP

Metal Artifact Reduction

Classification

Domain Generalization

Bilevel Optimization

Computational Efficiency

Inductive Learning

Deep Clustering

Multimodal Recommendation

Physical Simulations

Electrical Engineering

Computational Efficiency

Music Transcription

Voice Conversion

Community Question Answering

Music Classification

Music Information Retrieval

Few-Shot Text Classification

Word Alignment

Deep Clustering

Semantic Dependency Parsing

Lemmatization

Offline RL

Community Question Answering

Car Racing

Real-Time Strategy Games

Game Design

Common Sense Reasoning

3D Human Reconstruction

ARC

Discrete Choice Models

Causal Identification

Gesture Generation

Robot Task Planning

Trajectory Planning

Benchmarking

multimodal interaction

Speech Separation

Spoken language identification

Speech Dereverberation