pith. machine review for the scientific record. sign in

structure_error_count

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it

fields

cs.CV 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

Visual-ERM: Reward Modeling for Visual Equivalence

cs.CV · 2026-03-13 · unverdicted · novelty 7.0

Visual-ERM is a new multimodal reward model that supplies fine-grained visual feedback for training vision-language models on chart-to-code, table, and SVG tasks, yielding measurable gains over prior rewards.

citing papers explorer

Showing 1 of 1 citing paper.

  • Visual-ERM: Reward Modeling for Visual Equivalence cs.CV · 2026-03-13 · unverdicted · none · ref 63

    Visual-ERM is a new multimodal reward model that supplies fine-grained visual feedback for training vision-language models on chart-to-code, table, and SVG tasks, yielding measurable gains over prior rewards.