A new benchmark and training method show that vision-language models perform poorly on remote sensing videos and that spatiotemporal evidence focusing can improve them by up to 9.01%.
Temporal chain of thought: Long- video understanding by thinking in frames
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
RSVideo: Are Your Vision-Language Models Ready for Remote Sensing Videos?
A new benchmark and training method show that vision-language models perform poorly on remote sensing videos and that spatiotemporal evidence focusing can improve them by up to 9.01%.