SAGE is a dataset for evaluating AI agents in crop disease diagnosis, presented at NeurIPS 2026. The dataset is associated with a research paper and a sample hosted on Hugging Face. It was created by researchers from Iowa State University and New York University, with the last update recorded in May 2026.
Use Cases
- Benchmarking AI agent performance in crop disease diagnosis based on the described evaluation framework.
- Training multimodal models for agricultural image analysis based on the likely presence of crop imagery.
- Developing scalable evaluation pipelines for grounded AI systems in agriculture based on the dataset's stated purpose.
Strengths
- Dataset is associated with a peer-reviewed NeurIPS 2026 paper, suggesting academic rigor.
- Authors are affiliated with established research institutions (Iowa State University & New York University).
- A sample dataset is available for preliminary inspection on the Hugging Face platform.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count, file formats, and license information are unknown, which may limit suitability assessment.
- Last updated 2026-05-07 08:07:25; freshness should be verified as the date is in the future relative to the current time.
Provenance
- Source
- Hugging Face dataset uploaded by author 'tirtho149'.
- Collection Method
- Likely created for research purposes as part of the NeurIPS 2026 paper submission.
- Time Range
- null
- Freshness
- Last updated 2026-05-07 08:07:25.
- Geography
- null