MiniVer-V: Identifying Minimal Sufficient Evidence for Short Video Verification

arXiv:2610.11233 · cs.CV, cs.CL, cs.MM · Submitted 2026-10-08 · Read on arXiv

cs.CV, cs.CL, cs.MM

Submitted: 2026-10-08

Updated: 2026-10-08

Comments: 33 pages, 2 figures, 20 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Abstention — 84× in this paper · explained in 1 episode
Verification — 61× in this paper · explained in 2 episodes
Verifier — 46× in this paper · explained in 2 episodes
Consistency — 29× in this paper · explained in 3 episodes
Benchmark — 21× in this paper · explained in 2 episodes
Ablation — 18× in this paper · explained in 1 episode
Accuracy — 17× in this paper · explained in 1 episode
Pruning — 14× in this paper · explained in 4 episodes
Grounding — 10× in this paper · explained in 3 episodes
Redundancy — 7× in this paper · explained in 2 episodes
Abstention mechanism — 6× in this paper · explained in 1 episode
F1 Score — 4× in this paper · explained in 3 episodes
Generalization — 3× in this paper · explained in 13 episodes
Ablation study — 2× in this paper · explained in 1 episode
Alignment — 2× in this paper · explained in 1 episode
Core — 2× in this paper · explained in 2 episodes
Interpretability — 2× in this paper · explained in 15 episodes
Ablation Studies — 1× in this paper · explained in 1 episode
Annotator Agreement — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 3 episodes
Decoupling — 1× in this paper · explained in 2 episodes
Multimodal Reasoning — 1× in this paper · explained in 5 episodes
Robustness — 1× in this paper · explained in 5 episodes
Structured Reasoning — 1× in this paper · explained in 3 episodes
Trace — 1× in this paper · explained in 2 episodes

Terminology

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