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cs.CV2026
STRIDE: Evaluating Spatiotemporal Reasoning in Driving Edge Cases
Lieqi Liu, Rui gao, Jia-Chen Gu +6
In autonomous driving, perceiving surrounding objects is not enough: failing to understand how they move and interact over time can lead to dangerous decisions. Evaluating vision-l…
cs.CV2025
TemMed-Bench: Evaluating Temporal Medical Image Reasoning in Vision-Language Models
Junyi Zhang, Jia-Chen Gu, Wenbo Hu +3
Existing medical reasoning benchmarks for vision-language models primarily focus on analyzing a patient's condition based on an image from a single visit. However, this setting dev…