Unverified50% confidenceTradeoffExact time
For personal style imitation tasks, a few hundred to a few thousand high-quality, carefully annotated samples often outperform tens of thousands of uncleaned raw records.
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn a corpus containing approximately 1,000 to 2,000 clauses, checking all pairwise combinations would yield candidate pairs numbering in the millions.62% similarUnverifiedThe COCO dataset contains 330,000 images, 80 categories, and 1.5 million object instances.59% similarUnverifiedMS MARCO数据集约有800万文档,来自Bing搜索日志,每个查询平均约有1.1个标注正样本57% similarUnverifiedCOCO 数据集包含约12万张训练图像、80个类别、超过150万个目标实例,由微软研究院发布55% similarUnverified对一张1000×1000的灰度图像保留前50个奇异值只需存储约10万个数值(50×1000+50+50×1000),压缩率达到约10:155% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/911815API
curl https://kongchang.com/api/v1/knowledge/claims/911815MCP
get_claim(id=911815)