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S. Bargal

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#small language model Preprint Oct 2026

RepProbe: Can Video Language Models Count Repeated Actions? A Diagnostic Benchmark

RepProbe, a benchmark of 42K real and synthetic video clips containing exactly k in [1, 20] complete repetitions, finds a consistent representation-to-output dissociation: substantial count information remains linearly decodable even when models fail to report the correct count.

Mahsa Khoshnoodi, S. Bargal · 0 citations

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