WorldFact-Bench: Beyond Image-Internal Plausibility to Image-World Consistency

arXiv:2610.11184 · cs.CV · Submitted 2026-10-08 · Read on arXiv

cs.CV

Submitted: 2026-10-08

Updated: 2026-10-08

Terminology

Verification — 134× in this paper · explained in 2 episodes
Accuracy — 40× in this paper · explained in 1 episode
Ablation — 14× in this paper · explained in 1 episode
Benchmark — 14× in this paper · explained in 2 episodes
Consistency — 14× in this paper · explained in 3 episodes
Trace — 14× in this paper · explained in 2 episodes
Grounding — 9× in this paper · explained in 3 episodes
Computer Vision and Pattern Recognition — 4× in this paper
Benchmarking — 3× in this paper · explained in 3 episodes
Entity Grounding — 2× in this paper · explained in 2 episodes
Action Space — 1× in this paper · explained in 1 episode
Actor — 1× in this paper · explained in 3 episodes
Agent Harness — 1× in this paper · explained in 2 episodes
Evidence Binding Accuracy — 1× in this paper
Fidelity — 1× in this paper · explained in 2 episodes
Generative AI — 1× in this paper · explained in 2 episodes
Opened Decisive Evidence Rate — 1× in this paper
Query Target Accuracy — 1× in this paper
Reconstruction Error — 1× in this paper · explained in 2 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Verifiability — 1× in this paper · explained in 2 episodes

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