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 …
如何查询自己细分方向论文的sota方法? - 知乎
可以通过以下方法来查询自己细分方向论文的sota方法： 在学术网站（如Google Scholar、SCI-Hub等）中搜索相关关键词，查询最新或热门的论文。 在学术会议或期刊网站中搜索相关领域 …
请问发nlp或者cv论文，一定要是sota吗？ - 知乎
请问发nlp或者cv论文，一定要是sota吗？ 现在有了一个想法，就是结果比sota差点，而且sota用了n多种方法刷结果 显示全部 关注者 292
GitHub - roboflow/notebooks: A collection of tutorials on state-of …
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 …
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 If you do find a problem's SoTA result is out of date …
RF-DETR: SOTA Real-Time Detection and Segmentation Model
Mar 20, 2025 · RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO and designed for fine-tuning. - roboflow/rf-detr
FireRedASR: Open-Source Industrial-Grade - GitHub
Jan 24, 2025 · FireRedASR is a family of open-source industrial-grade automatic speech recognition (ASR) models supporting Mandarin, Chinese dialects and English, achieving a …
SOTA Image Classification Models in PyTorch - GitHub
A collection of SOTA Image Classification Models in PyTorch - sithu31296/sota-backbones
目前大模型量化方案有很多，有哪些比较SOTA的 ... - 知乎
SOTA这个东西跟时间相关，做的比较早的那些比如GPTQ，SmoothQuant，AWQ就不提了，新一点的只说开源的吧。 2025年3月16日： PTQ: …
This project attempts to maintain the SOTA performance in …
Machine translation has entered the era of neural methods, which attracts more and more researchers. Currently, hundreds of MT papers are published each year and it is a bit difficult …