# Liquid image-to-JSON extraction VLM judge score (Liquid Extract VLM Judge) > A display-only Liquid AI extraction metric measuring judged agreement between extracted values and the source image. Canonical page: https://benchlm.ai/benchmarks/liquidextractvlmjudge - Category: [Multimodal & Grounded](/multimodal-grounded) - Last updated: September 27, 2026 ## About Liquid Extract VLM Judge - Year: 2026 - Tasks: Image-to-JSON extraction - Format: VLM-judged extraction accuracy - Difficulty: Structured visual extraction - Paper: [LiquidAI LFM2.5-VL Extract model cards](https://huggingface.co/LiquidAI/LFM2.5-VL-1.6B-Extract) Liquid reports VLM Judge Score using a separate vision model to compare extracted JSON content against the image. BenchLM stores it as a specialized visual extraction quality signal. Liquid Extract VLM Judge is currently displayed on BenchLM for reference, but it is excluded from the weighted scoring formula. ## Leaderboard (2 models) | Rank | Model | Creator | Score | |------|-------|---------|-------| | 1 | [LFM2.5-VL-1.6B-Extract](/models/lfm2-5-vl-1-6b-extract) | LiquidAI | 90.6% | | 2 | [LFM2.5-VL-450M-Extract](/models/lfm2-5-vl-450m-extract) | LiquidAI | 84.5% | ## FAQ ### What does Liquid Extract VLM Judge measure? A display-only Liquid AI extraction metric measuring judged agreement between extracted values and the source image. ### Which model scores highest on Liquid Extract VLM Judge? LFM2.5-VL-1.6B-Extract by LiquidAI currently leads with a score of 90.6% on Liquid Extract VLM Judge. ### How many models are evaluated on Liquid Extract VLM Judge? 2 AI models have been evaluated on Liquid Extract VLM Judge on BenchLM. ### Does Liquid Extract VLM Judge affect BenchLM's overall score? Not directly. Liquid Extract VLM Judge is still displayed on BenchLM for reference, but it is excluded from the weighted scoring formula. ## Compare Top Models on Liquid Extract VLM Judge - [LFM2.5-VL-1.6B-Extract vs LFM2.5-VL-450M-Extract](/compare/lfm2-5-vl-1-6b-extract-vs-lfm2-5-vl-450m-extract)