# LFM2.5-VL-450M Benchmark Scores & Performance

> LFM2.5-VL-450M by LiquidAI has 7 source-displayable benchmark rows but no public overall score. It remains unranked.

Canonical page: https://benchlm.ai/models/lfm2-5-vl-450m

Last updated: October 5, 2026

## Model Details

| Property | Value |
|----------|-------|
| Creator | LiquidAI |
| Source Type | Open Weight |
| Reasoning Type | Non-Reasoning |
| Context Window | 128K |
| Overall Score | Not computed (unranked) |
| Overall Rank | Unranked |

## Family & Coverage

- Family: LFM2.5-VL-450M
- Variant: vl
- Benchmarks covered: 7 of 649
- Coverage note: Published evidence is shown below; no public overall score is assigned.

## Agentic Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [BFCL v4](/benchmarks/bfcl-v4) | 21.1% | [Liquid AI: LFM2.5-VL-450M model card](https://huggingface.co/LiquidAI/LFM2.5-VL-450M) |

## Multimodal & Grounded Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [MMMU](/benchmarks/mmmu) | 32.7% | [Liquid AI: LFM2.5-VL-450M model card](https://huggingface.co/LiquidAI/LFM2.5-VL-450M) |
| [RealWorldQA](/benchmarks/realworldqa) | 58.4% | [Liquid AI: LFM2.5-VL-450M model card](https://huggingface.co/LiquidAI/LFM2.5-VL-450M) |
| [CountBench](/benchmarks/countbench) | 73.3% | [Liquid AI: LFM2.5-VL-450M model card](https://huggingface.co/LiquidAI/LFM2.5-VL-450M) |

## Knowledge Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [GPQA](/benchmarks/gpqa) | 25.7% | [Liquid AI: LFM2.5-VL-450M model card](https://huggingface.co/LiquidAI/LFM2.5-VL-450M) |
| [MMLU-Pro](/benchmarks/mmlu-pro) | 19.3% | [Liquid AI: LFM2.5-VL-450M model card](https://huggingface.co/LiquidAI/LFM2.5-VL-450M) |

## Instruction Following Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [IFEval](/benchmarks/ifeval) | 61.2% | [Liquid AI: LFM2.5-VL-450M model card](https://huggingface.co/LiquidAI/LFM2.5-VL-450M) |

## Other LiquidAI Models

- [LFM2.5-2.6B](/models/lfm2-5-2-6b) - Score: 30.65
- [LFM2.5-8B-A1B](/models/lfm2-5-8b-a1b) - Score: 29.44
- [LFM2-24B-A2B](/models/lfm2-24b-a2b) - Score: 20.89
- [LFM2.5-1.2B-Thinking](/models/lfm2-5-1-2b-thinking) - Score: 19.63
- [LFM2.5-1.2B-Instruct](/models/lfm2-5-1-2b-instruct) - Score: 19.38
- [LFM2.5-230M](/models/lfm2-5-230m) - Score: not computed
- [LFM2.5-VL-3B](/models/lfm2-5-vl-3b) - Score: not computed
- [LFM2.5-VL-1.6B-Extract](/models/lfm2-5-vl-1-6b-extract) - Score: not computed
- [LFM2.5-VL-450M-Extract](/models/lfm2-5-vl-450m-extract) - Score: not computed
- [LFM2.5-ColBERT-350M](/models/lfm2-5-colbert-350m) - Score: not computed
- [LFM2.5-Embedding-350M](/models/lfm2-5-embedding-350m) - Score: not computed
- [LFM2.5-1.2B-JP-202606](/models/lfm2-5-1-2b-jp-202606) - Score: not computed
- [LFM2.5-350M](/models/lfm2-5-350m) - Score: not computed