Benchmark profile
Liquid image-to-JSON extraction schema consistency F1 (Liquid Extract F1)
A display-only Liquid AI extraction metric measuring field-name agreement between requested schema fields and extracted JSON fields.
Data verifiedBenchmark score on Liquid Extract F1 — July 23, 2026
BenchLM mirrors the published score view for Liquid Extract F1. LFM2.5-VL-1.6B-Extract leads the public snapshot at 99.6% , followed by LFM2.5-VL-450M-Extract (98.8%). BenchLM does not use these results to rank models overall.
LFM2.5-VL-1.6B-Extract
LiquidAI
lfm2-5-vl-1-6b-extract
LFM2.5-VL-450M-Extract
LiquidAI
lfm2-5-vl-450m-extract
Benchmark score table (2 models)
ScoreAbout Liquid Extract F1
Year
2026
Tasks
Image-to-JSON extraction
Format
Schema field F1
Difficulty
Structured visual extraction
Liquid reports Schema Consistency F1 as a macro-averaged set-level F1 over predicted versus requested field names. BenchLM keeps it separate from general OCR and VQA metrics.
BenchLM freshness & provenance
Version
Liquid Extract F1 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
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.
FAQ
What does Liquid Extract F1 measure?
A display-only Liquid AI extraction metric measuring field-name agreement between requested schema fields and extracted JSON fields.
Which model scores highest on Liquid Extract F1?
LFM2.5-VL-1.6B-Extract by LiquidAI currently leads with a score of 99.6% on Liquid Extract F1.
How many models are evaluated on Liquid Extract F1?
2 AI models have been evaluated on Liquid Extract F1 on BenchLM.
Compare Top Models on Liquid Extract F1
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