Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
Ruisheng CaoFangyu LeiHaoyuan WuJixuan ChenYeqiao FuHongcheng GaoXinzhuang XiongHanchong ZhangYuchen MaoWenjing HuTianbao XieHongshen XuDanyang ZhangSida WangRuoxi SunPengcheng YinCaiming XiongAnsong NiQian LiuVictor ZhongLu ChenKai YuTao YuPublished in: CoRR (2024)
Keyphrases
- data science
- multi agent
- multi agent systems
- autonomous agents
- multiple agents
- intelligent agents
- distributed artificial intelligence
- multiagent systems
- cooperative
- engineering design
- big data
- statistical learning
- artificial intelligence
- software agents
- data processing
- mobile agents
- data mining
- machine learning
- dynamic environments
- unsupervised learning
- web mining
- software engineering
- query processing
- training data
- similarity measure
- feature extraction
- decision trees
- agent architecture
- workflow management systems
- web services
- real world