Mind the Gaps: A Curated Benchmark for Form Field Detection

arXiv:2609.23679 · cs.CV, cs.DB · Submitted 2026-09-20 · Read on arXiv

cs.CV, cs.DB

Submitted: 2026-09-20

Updated: 2026-09-20

Terminology

Benchmark — 18× in this paper · explained in 2 episodes
Verification — 9× in this paper · explained in 2 episodes
Form Field Detection — 8× in this paper
Alignment — 6× in this paper · explained in 1 episode
Transformer — 6× in this paper · explained in 2 episodes
Consistency — 3× in this paper · explained in 3 episodes
Robustness — 3× in this paper · explained in 5 episodes
Ablation — 2× in this paper · explained in 1 episode
Contrastive Learning — 2× in this paper · explained in 5 episodes
International Conference on Document Analysis and Recognition — 2× in this paper
Vision-Language Model — 2× in this paper
Ablation study — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 2 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Diagnostic Tools — 1× in this paper · explained in 2 episodes
Downstream Tasks — 1× in this paper · explained in 2 episodes
Explainability — 1× in this paper · explained in 3 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Optical Character Recognition — 1× in this paper
Structured Document Understanding — 1× in this paper
Vision-Language Model (VLM) — 1× in this paper · explained in 3 episodes