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BenchLM

Liquid image-to-JSON extraction JSON validity (Liquid Extract JSON Validity)

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 the share of image-to-JSON outputs that parse as strict JSON.

Benchmark score on Liquid Extract JSON Validity — September 27, 2026

We compile the Liquid Extract JSON Validity rows from provider self-reports. LFM2.5-VL-1.6B-Extract leads the table at 99.6%, followed by LFM2.5-VL-450M-Extract (98.9%). We do not use these results to rank models overall.

1Open weights

LFM2.5-VL-1.6B-Extract

LiquidAI

99.6%
Context 128K
2Open weights

LFM2.5-VL-450M-Extract

LiquidAI

98.9%
Context 128K

2 modelsMultimodal & GroundedCurrentDisplay onlyUpdated September 27, 2026

Benchmark score table (2 models)

Score
1
LFM2.5-VL-1.6B-ExtractLiquidAI · Open weight
99.6%
2
LFM2.5-VL-450M-ExtractLiquidAI · Open weight
98.9%

About Liquid Extract JSON Validity

Year

2026

Tasks

Image-to-JSON extraction

Format

Strict JSON parseability rate

Difficulty

Structured visual extraction

Liquid evaluates Extract models on 2,000 image, schema, and JSON triples. BenchLM stores JSON Validity as a specialized display-only extraction signal rather than a weighted multimodal benchmark.

LiquidAI LFM2.5-VL Extract model cards

Freshness and provenance

Version

Liquid Extract JSON Validity 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 JSON Validity measure?

A display-only Liquid AI extraction metric measuring the share of image-to-JSON outputs that parse as strict JSON.

Which model scores highest on Liquid Extract JSON Validity?

LFM2.5-VL-1.6B-Extract by LiquidAI currently leads with a score of 99.6% on Liquid Extract JSON Validity.

How many models are evaluated on Liquid Extract JSON Validity?

2 AI models have been evaluated on Liquid Extract JSON Validity on BenchLM.

Compare top models on Liquid Extract JSON Validity

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

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