TRACE: Temporal Audit and Condition-aware Evaluation of Streaming Video Understanding

arXiv:2609.30670 · cs.CL, cs.CV · Submitted 2026-09-25 · Read on arXiv

cs.CL, cs.CV

Submitted: 2026-09-25

Updated: 2026-09-25

Code: https://github.com/om-ai-lab/trace-bench

Terminology

Accuracy — 57× in this paper · explained in 1 episode
Trace — 55× in this paper · explained in 2 episodes
Benchmark — 27× in this paper · explained in 2 episodes
Core — 15× in this paper · explained in 2 episodes
Calibration — 5× in this paper · explained in 7 episodes
Time to First Token — 4× in this paper
Adapter Protocol — 3× in this paper · explained in 1 episode
Alignment — 3× in this paper · explained in 1 episode
Benchmarking — 2× in this paper · explained in 3 episodes
Provenance — 2× in this paper · explained in 3 episodes
Sequential Steps Recognition — 2× in this paper
Aggregation — 1× in this paper · explained in 1 episode
Consistency — 1× in this paper · explained in 3 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Redundancy — 1× in this paper · explained in 2 episodes
Temporal Reasoning — 1× in this paper · explained in 2 episodes
Verification — 1× in this paper · explained in 2 episodes

Sources

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