Benchmark Radar
AI BENCHMARK PROFILE

MatReplace

General AIMultimodal Perception

A reference-free benchmark for material replacement in interior scenes, evaluating edits on local material correctness, global lighting harmony, outside preservation, and inside structure across three conditioning tracks.

Released
2026-08-25
Readiness
Paper only
Primary field
General AI

Why it matters

Provides a standardized evaluation for a commercially relevant task where reference-based metrics are inadequate, enabling fair comparison of editors under different conditioning signals.

Motivation

Material replacement is a common interior-design operation: changing the material of a selected surface while preserving its geometry, surroundings, and illumination.

Primary resources

Benchmark Radar records only publicly supported details and links back to primary sources for verification.