AgroBench: A Reproducible Multimodal Benchmark for Weakly Supervised Crop Yield Learning from County Statistics and Pixel Observations

arXiv:2609.26809 · cs.CV · Submitted 2026-09-16 · Read on arXiv

cs.CV

Submitted: 2026-09-16

Updated: 2026-09-16

Code: https://github.com/udaiveersingh/AgroBench

Terminology

Benchmark — 88× in this paper · explained in 2 episodes
National Agricultural Statistics Service — 11× in this paper
Foundation Model — 7× in this paper · explained in 3 episodes
Consistency — 6× in this paper · explained in 3 episodes
Foundation Models — 6× in this paper · explained in 7 episodes
Representation Learning — 5× in this paper · explained in 2 episodes
Transformer — 3× in this paper · explained in 2 episodes
Federal Information Processing Standards — 2× in this paper
Generalization — 2× in this paper · explained in 13 episodes
USDA Cropland Data Layer — 2× in this paper
Aggregation — 1× in this paper · explained in 1 episode
Aperture — 1× in this paper · explained in 1 episode
Ensemble Learning — 1× in this paper · explained in 2 episodes
Information Leakage — 1× in this paper · explained in 2 episodes
Multi-Layer Perceptron — 1× in this paper
NASA Shuttle Radar Topography Mission — 1× in this paper
Robustness — 1× in this paper · explained in 5 episodes
United States Department of Agriculture — 1× in this paper

Sources

Related papers