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cs.CV2026
What Does Multiple Choice Actually Measure? Disentangling Video Understanding from Option Exploitation
Elliott Piercy, Justin Chan, Sepand Dyanatkar
Video understanding evaluations are intended to measure a model's proficiency in video perception and task solving. However, current VideoQA benchmarks struggle to isolate these ca…
cs.CV2024
Composing Open-domain Vision with RAG for Ocean Monitoring and Conservation
Sepand Dyanatkar, Angran Li, Alexander Dungate
Climate change's destruction of marine biodiversity is threatening communities and economies around the world which rely on healthy oceans for their livelihoods. The challenge of a…