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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machine learning problems We do our best to keep this repository up to date If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year) We will fix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 14
Lextal SotA-CV: A repository of state-of-the-art deep learning . . . - GitHub SotA-CV A repository of state-of-the-art deep learning results in computer vision It aims to collect and maintain up-to-date information on the latest developments in in computer vision, facilitating the research effort in deep learning
2023年10月这个节点，强化学习领域的SOTA是？ - 知乎 SOTA (State-of-the-art): - MuZero:Google DeepMind在2020年提出的基于蒙特卡洛树搜索和神经网络的强化学习算法,在多个棋盘游戏和电子游戏中都取得了极强的超人水平表现。