- RealWorldQA 65.2
- MM-IFEval 37.7
- InfoVQA (Val) 58.7
- OCRBench 742 of 1000 74.2
- BLINK 44.4
- MMStar 49.5
- MMMU (Val) 38.4
- MathVista 51.1
- SEEDBench_IMG 72
- MMVet 48.1
- MME 1753
- Text MMLU 51
LFM2-VL-1.6B
LFM2-VL-1.6B.
14
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Liquid AI Aug 2025
LFM2-VL-1.6B
Open weights Small
No Epoch Capabilities Index score yet
- BLINK 44.5% #26 /29
- MathVista 51.7% #65 /70
- MMStar 49.9% #36 /36
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Knowledge and language
Vision, audio and robotics
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| MME | 1757.0 | #5 of 6 | Lab model card | |
| RealWorldQA | 65.8% | #33 of 38 | Lab model card | |
| BLINK | 44.5% | #26 of 29 | Lab model card | |
| MathVista | 51.7% | #65 of 70 | Lab model card | |
| InfographicVQA | 58.7% | #25 of 26 | Lab model card | |
| MMMU | 39.7% | #102 of 103 | Lab model card | |
| MMStar | 49.9% | #36 of 36 | Lab model card | |
| OCRBench | 74.2% | #34 of 34 | Lab model card | |
| MMBench | 69.2% | #11 of 11 | Lab model card | |
| MM-Vet | 48.1% | #8 of 8 | Lab model card | |
| SEED-Bench | 72% | #3 of 3 | Lab model card |
Its launch post
The benchmarks the lab chose to headline, with the scores it gave.
Its system card
Every result in the longer documents the lab published with it. 2 of them aren't in the launch post.
LFM2 Technical Report Nov 28, 2025
Capabilities
- MMStar 49.9
- MMBench 69.2
- RealWorldQA 65.8
- MME 1757
- SEED-Bench 72
- POPE 87.2
- MMMU 39.7
- MathVista 51.7
- BLINK 44.5
- InfographicVQA 58.4
- OCRBench 72.9
- MM-IFEval 46.4