Researcher calls ITTO point-tracking benchmark misleading for skipping online methods like Track-On

ftm_guney · x · 2026-10-14

The author argues the NeurIPS ITTO benchmark (dynamic point tracking protocol) claims real-world evaluation but never tests online capabilities, and Track-On isn't even in its SOTA table. Results show all models drop sharply vs TAP-Vid, degrading further at high track motion—so he calls the title misleading.

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