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cs.CV2026
LF-VideoQA: Evaluating Long-Video Understanding with Long-Form Theory-of-Mind Questions
Shaden Shaar, Bradon Thymes, Majd Aldaye +2
The hardest part of understanding a long video is not pinpointing any one moment but synthesizing many, e.g., answering a question that requires tracking what develops across hours…
cs.CV2026
MovieRecapsQA: A Multimodal Open-Ended Video Question-Answering Benchmark
Shaden Shaar, Bradon Thymes, Sirawut Chaixanien +2
Understanding real-world videos such as movies requires integrating visual and dialogue cues. Yet existing VideoQA benchmarks struggle to capture this multimodal reasoning and, giv…