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1,148 search results found

Fewclue ⭐ 347

FewCLUE 小样本学习测评基准，中文版

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Visual Tracking Development ⭐ 337

Visual Object Tracking

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

Retinamask ⭐ 323

Qdtrack ⭐ 320

Quasi-Dense Similarity Learning for Multiple Object Tracking, CVPR 2021 (Oral)

Opencv_transforms ⭐ 319

OpenCV implementation of Torchvision's image augmentations

Static code auditing system

Tonic RL library

Carn Pytorch ⭐ 310

Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network (ECCV 2018)

Jetson_benchmarks ⭐ 309

Jetson Benchmark

Longbench ⭐ 303

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Model Vs Human ⭐ 301

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

The PatchCamelyon (PCam) deep learning classification benchmark.

Pyhpc Benchmarks ⭐ 290

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python 🚀

Fast PyTorch based DSP for audio and 1D signals

Low Shot Shrink Hallucinate ⭐ 286

Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features

DANCE: A Deep Learning Library and Benchmark Platform for Single-Cell Analysis

Fio Plot ⭐ 282

Create charts from FIO storage benchmark tool output

Scimlbenchmarks.jl ⭐ 279

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

Aslfeat ⭐ 275

Implementation of CVPR'20 paper - ASLFeat: Learning Local Features of Accurate Shape and Localization

Lanczosnetwork ⭐ 271

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

Naszilla ⭐ 269

Naszilla is a Python library for neural architecture search (NAS)

Guacamol ⭐ 265

Benchmarks for generative chemistry

Dialoglue ⭐ 256

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

Task_adaptation ⭐ 253

Gym Electric Motor ⭐ 250

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

The Ceph Benchmarking Tool

Collaborative Experts ⭐ 247

Video embeddings for retrieval with natural language queries

Snap Python ⭐ 245

SNAP Python code, SWIG related files

Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org

Recsys Dataset ⭐ 244

🛍 A real-world e-commerce dataset for session-based recommender systems research.

A universal flight control tuning framework

Mose Api ⭐ 237

[ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes

Udatetime ⭐ 234

Fast RFC3339 compliant Python date-time library

App Servers ⭐ 231

App Servers benchmarked for: Ruby, Python, JavaScript, Dart, Elixir, Java, Crystal, Nim, GO, Rust

Swe Bench ⭐ 228

[ICLR 2024] SWE-Bench: Can Language Models Resolve Real-world Github Issues?

Crowdpose ⭐ 228

CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark, CVPR 2019, Oral

Fletcher ⭐ 227

Pandas ExtensionDType/Array backed by Apache Arrow

Openvqa ⭐ 225

A lightweight, scalable, and general framework for visual question answering research

Sarosperceptionkitti ⭐ 221

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

Lm Spanish ⭐ 220

Official source for spanish Language Models and resources made @ BSC-TEMU within the "Plan de las Tecnologías del Lenguaje" (Plan-TL).

Benchmarking synthetic data generation methods.

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

Volksdep ⭐ 214

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

Chineseblue ⭐ 212

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

Pytorchvideocompression ⭐ 211

PyTorch implementation and benchmark of Video Compression

Benchmark disk IOs

Alive: Automatic LLVM's Instcombine Verifier

Official PyTorch implementation of HANet (CVPR 2020)

Opensimplex ⭐ 200

OpenSimplex noise functions for 2D, 3D and 4D

Imdbench ⭐ 199

IMDBench — Realistic ORM benchmarking

HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20, TPAMI'21)

Transformer_str ⭐ 197

PyTorch implementation of my new method for Scene Text Recognition (STR) based on Transformer,Equipped with Transformer, this method outperforms the best model of the aforementioned deep-text-recognition-benchmark by 7.6% on CUTE80.

Tracker_benchmark ⭐ 196

Leaky Repo ⭐ 196

Benchmarking repo for secrets scanning

Blue_benchmark ⭐ 195

BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.

Trajnetplusplusbaselines ⭐ 194

[ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective

Regex Benchmark ⭐ 194

It's just a simple regex benchmark of different programming languages.

Benchopt ⭐ 193

Making your benchmark of optimization algorithms simple and open

Cvalues ⭐ 191

面向中文大模型价值观的评估与对齐研究

Sklearn Benchmarks ⭐ 190

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

Modelnet40 C ⭐ 184

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

Flexible Feature Engineering & Exploration Library using GPUs and Optuna.

Vector Db Benchmark ⭐ 181

Framework for benchmarking vector search engines

DeepLearning Framework Performance Profiling Toolkit

Benchexec ⭐ 180

BenchExec: A Framework for Reliable Benchmarking and Resource Measurement

Scanobjectnn ⭐ 179

Code for Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data, ICCV 2019

A benchmarking and performance analysis framework

Geodesc ⭐ 176

Implementation of ECCV'18 paper - GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints

Cnn Cbir Benchmark ⭐ 176

CNN CBIR benchmark (ongoing)

Meta Selflearning ⭐ 175

Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

RoNIN: Robust Neural Inertial Navigation in the Wild

Dynamicmap_benchmark ⭐ 173

[ITSC'23] Dynamic map benchmark, open-sourced all the methods and datasets in the paper.

Albatross ⭐ 170

A modern, fast, simple async python3 web framework

Knowledge Net ⭐ 170

KnowledgeNet: A Benchmark Dataset for Knowledge Base Population

Vmbench ⭐ 169

Network Server Performance Benchmarking Toolbench

Rnn Benchmarks ⭐ 169

Benchmarks for several RNN variations with different deep-learning frameworks

Causalworld ⭐ 169

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Fastero ⭐ 166

Python timeit CLI for the 21st century! colored output, multi-line input with syntax highlighting and autocompletion and much more!

Tstables ⭐ 166

A Python package to store time series data in HDF5 files using PyTables

Dlbench ⭐ 166

Benchmarking State-of-the-Art Deep Learning Software Tools

Trustllm ⭐ 164

TrustLLM: Trustworthiness in Large Language Models

Torch Scan ⭐ 164

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

Pointcloud C ⭐ 159

Benchmarking and Analyzing Point Cloud Perception Robustness under Corruptions

A lightweight wrapper to operate on nested dictionaries seamlessly. 👌

Haven Ai ⭐ 158

To Run, Manage and Visualize Large Scale Experiments

Superbenchmark ⭐ 157

A validation and profiling tool for AI infrastructure

Map Free Reloc ⭐ 156

[ECCV 2022] Map-free Visual Relocalization: Metric Pose Relative to a Single Image

Dl Based Intelligent Diagnosis Benchmark ⭐ 155

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

Sotabench Eval ⭐ 150

Easily evaluate machine learning models on public benchmarks

Freqbench ⭐ 150

Comprehensive CPU frequency performance/power benchmark

Nas Benchmark ⭐ 148

[ICLR 2020] NAS evaluation is frustratingly hard

DBNet: A Large-Scale Dataset for Driving Behavior Learning, CVPR 2018

Stpls3d ⭐ 144

🔥 Synthetic and real-world 2d/3d dataset for semantic and instance segmentation (BMVC 2022 Oral)

Namebench ⭐ 144

Open-source DNS Benchmark Utility

Riscv Code Size Reduction ⭐ 144

Simple NVME/SAS/SATA SSD test framework for Linux and Windows

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