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SOTA，benchmark和baseline分别是什么意思？ - 知乎 SOTA是state of the art的缩写，指某特定时间背景下的最高水准。例如，SOTA model 最先进的模型。 benchmark通常指的是一个（标准的）衡量规定或是评估标准。具体的可以理解成，在某个标准的数据集上用某种规定的方式（进行实验）并且用某几个指标来衡量算法的性能，这样规定被称为benchmark。由于
GitHub - roboflow notebooks: A collection of tutorials on state-of-the . . . This repository offers a growing collection of computer vision tutorials Learn to use SOTA models like YOLOv11, SAM 2, Florence-2, PaliGemma 2, and Qwen2 5-VL for tasks ranging from object detection, segmentation, and pose estimation to data extraction and OCR Dive in and explore the exciting world of computer vision!
ucan-ai SOTA-notebooks - GitHub Examples and tutorials on using SOTA computer vision models and techniques Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM - ucan-ai SOTA-notebooks
State-of-the-art result for all Machine Learning Problems This repository provides state of the art (SoTA) results for all machine learning problems We do our best to keep this repository up to date If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year) We will fix it immediately - RedditSota state-of
有没有什么地方可以查到某个领域的sota模型？ - 知乎 有没有什么地方可以查到某个领域的sota模型？ paper with code 里很多领域的public board 都是相当缺失的，不知道有没有其它的好的渠道。 显示全部 关注者 13
FireRedASR: Open-Source Industrial-Grade - GitHub FireRedASR is a family of open-source industrial-grade automatic speech recognition (ASR) models supporting Mandarin, Chinese dialects and English, achieving a new state-of-the-art (SOTA) on public Mandarin ASR benchmarks, while also offering outstanding singing lyrics recognition capability
GitHub - resemble-ai chatterbox: SoTA open-source TTS _Made with ♥️ by We're excited to introduce Chatterbox Multilingual, Resemble AI's first production-grade open source TTS model supporting 23 languages out of the box Licensed under MIT, Chatterbox has been benchmarked against leading closed-source systems like ElevenLabs, and is consistently preferred in side-by-side evaluations Whether you're working on memes, videos, games, or AI