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20232026
most citedMotion State: A New Benchmark Multiple Object Tracking

6 citations · 9 across the 8 of their papers we have counts for

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cs.CV2026

Generative Semantic Multi-Object Tracking: A Large-Scale Benchmark and an MLLM-Driven Reasoning Framework

Pan Liao, Feng Yang, Di Wu +3

Semantic Multi-Object Tracking (SMOT) is evolving from purely geometric localization toward comprehensive video understanding. However, existing paradigms predominantly rely on clo…