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BenchLM

Liquid image-to-JSON extraction VLM judge score (Liquid Extract VLM Judge)

We show this table for reference; we do not rank on it.

Data verified 34 confirmed releases in the last 30 daysFollow model changes

A display-only Liquid AI extraction metric measuring judged agreement between extracted values and the source image.

Benchmark score on Liquid Extract VLM Judge — September 27, 2026

We compile the Liquid Extract VLM Judge rows from provider self-reports. LFM2.5-VL-1.6B-Extract leads the table at 90.6%, followed by LFM2.5-VL-450M-Extract (84.5%). We do not use these results to rank models overall.

1Open weights

LFM2.5-VL-1.6B-Extract

LiquidAI

90.6%
Context 128K
2Open weights

LFM2.5-VL-450M-Extract

LiquidAI

84.5%
Context 128K

2 modelsMultimodal & GroundedCurrentDisplay onlyUpdated September 27, 2026

Benchmark score table (2 models)

Score
1
LFM2.5-VL-1.6B-ExtractLiquidAI · Open weight
90.6%
2
LFM2.5-VL-450M-ExtractLiquidAI · Open weight
84.5%

About Liquid Extract VLM Judge

Year

2026

Tasks

Image-to-JSON extraction

Format

VLM-judged extraction accuracy

Difficulty

Structured visual extraction

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.

LiquidAI LFM2.5-VL Extract model cards

Freshness and provenance

Version

Liquid Extract VLM Judge 2026

Refresh cadence

Quarterly

Staleness state

Current

Question availability

Public benchmark set

CurrentDisplay only

BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.

Questions

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.

Compare top models on Liquid Extract VLM Judge

LFM2.5-VL-1.6B-Extract vs LFM2.5-VL-450M-Extract
Last updated: September 27, 2026 · BenchLM version Liquid Extract VLM Judge 2026

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