HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks

Perception-LM-1B

facebook/Perception-LM-1B

kind
original
quant
bf16 (16-bit)
family
misc
modality
image-text-to-text
root model
facebook/Perception-LM-1B
provider
facebook
license
other
language
en
context
—
library
—
vRAM (GB)
—
size on disk
—
downloads
2,159
likes
45
created
—
last modified
2025-08-13T02:39:06+00:00 (2025)
huggingface
https://huggingface.co/facebook/Perception-LM-1B
tags
safetensorsperception_lmfacebookmetapytorchplmarxiv:2504.13180image-text-to-textconversationalenlicense:otherregion:us

Benchmark scores (3)

benchmarkcategoryscorecontextconfevidence
DocVQAmultimodal90.7low| PLM1B | 90.7 | 78.6 | 82.1 | 63.0 | 84.9 | 807 | 138.6 | 124.2 | 100.5 | 34.8 | 81.7 | 61.0 | 59.7 | 1603 | 76.3 | 46.8 | 73.8 | 67.1 | 68.8 | 88.4 |
ChartQAmultimodal78.6low| PLM1B | 90.7 | 78.6 | 82.1 | 63.0 | 84.9 | 807 | 138.6 | 124.2 | 100.5 | 34.8 | 81.7 | 61.0 | 59.7 | 1603 | 76.3 | 46.8 | 73.8 | 67.1 | 68.8 | 88.4 |
MMMUmultimodal34.8low| PLM1B | 90.7 | 78.6 | 82.1 | 63.0 | 84.9 | 807 | 138.6 | 124.2 | 100.5 | 34.8 | 81.7 | 61.0 | 59.7 | 1603 | 76.3 | 46.8 | 73.8 | 67.1 | 68.8 | 88.4 |

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Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.