GeoMMBench / GeoMMAgent
Toward Expert-Level Multimodal Intelligence in Geoscience and Remote Sensing (CVPR 2026 Highlight)
GeoMMBench is the first expert-level multimodal benchmark for interdisciplinary, multi-sensor geoscience and remote-sensing scenarios. It exposes the lack of rigorous evaluation in this domain.
GeoMMAgent is the matching multi-agent architecture that decomposes complex geoscience queries into specialized expert agents, achieving strong performance on the benchmark.
Co-First Author. CVPR 2026 Highlight.