python-torchmetrics

Collection of PyTorch metric implementations

Current: 1.9.0
Candidate: Stale

License: Apache-2.0

Build

Target	Result	Last successful version	Succeeded at
rva23	Succeeded	1.9.0	2026-10-11 02:07:16 UTC
rva20	Succeeded	1.9.0	2026-10-12 10:11:21 UTC
x86_64	Succeeded	1.9.0	2026-10-08 08:09:17 UTC

RuntimeDeps

Dependency	Observed source	Current requirement
lightning-utilities	0.15.3	>=0.15.3✓
numpy	2.4.6	>1.20.0✓
packaging	25.0	>17.1✓
torch	2.13.0	>=2.0.0✓
Python	3.14.9	>=3.10✓

Optional RuntimeDeps

Dependency	Observed source	Current requirement
aeonUnmapped	—	>=1.0.0
bert_scoreUnmapped	—	==0.3.13
dists-pytorchUnmapped	—	==0.1
dythonUnmapped	—	==0.7.9
einops	0.8.2	>=0.7.0?
fairlearnUnmapped	—	any version
fast-bss-evalUnmapped	—	>=0.1.0
faster-coco-evalUnmapped	—	>=1.6.3
gammatoneUnmapped	—	>=1.0.0
huggingface-hub	1.16.0	<0.35?
ipadicUnmapped	—	>=1.0.0
jiwerUnmapped	—	>=2.3.0
korniaUnmapped	—	>=0.6.7
librosaUnmapped	—	>=0.10.0
lpipsUnmapped	—	<=0.1.4
matplotlib	3.11.0	>=3.6.0?
mecab-koUnmapped	—	<1.1.0,>=1.0.0
mecab-ko-dicUnmapped	—	>=1.0.0
mecab-python3Unmapped	—	>=1.0.6
mir-evalUnmapped	—	>=0.6
monaiUnmapped	—	==1.4.0
mypy	1.19.1	==1.17.1?
netcalUnmapped	—	>1.0.0
nltk	3.10.4	>3.8.1?
numpy	2.4.6	<2.4.0?
onnxruntimeUnmapped	—	>=1.12.0
pandas	3.0.1	>1.4.0?
permetricsUnmapped	—	==2.0.0
pesqUnmapped	—	>=0.0.4
piqUnmapped	—	<=0.8.0
properscoringUnmapped	—	==0.1
pycocotoolsUnmapped	—	>2.0.0
pystoiUnmapped	—	>=0.4.0
PyTDCUnmapped	—	==0.4.1
pytorch-msssimUnmapped	—	==1.0.0
regex	2026.1.15	>=2021.9.24?
requests	2.33.1	>=2.22.0?
rouge-score	0.1.2	>0.1.0?
sacrebleu	2.6.0	>=2.3.0?
SciencePlotsUnmapped	—	>=2.0.0
scikit-image	0.26.0	>=0.19.0?
scipy	1.17.1	>1.0.0?
sentencepiece	0.2.1	>=0.2.0?
setuptools	83.0.0	<82.0.0?
sewarUnmapped	—	>=0.4.4
statsmodelsUnmapped	—	>0.13.5
timm	1.0.28	>=0.9.0?
torch	2.13.0	==2.8.0?
torch_complexUnmapped	—	<0.5.0
torch-fidelityUnmapped	—	<=0.4.0
torch_linear_assignmentUnmapped	—	>=0.0.2
torchaudio	2.11.0	>=2.0.1?
torchvision	0.28.0	>=0.15.1?
tqdm	4.67.3	<4.68.0?
transformers	5.12.1	>=4.43.0?
types-emojiUnmapped	—	any version
types-protobufUnmapped	—	any version
types-PyYAML	6.0.12.20260518	any version?
types-requests	2.32.4.20260107	any version?
types-setuptools	80.10.0.20260124	any version?
types-sixUnmapped	—	any version
types-tabulateUnmapped	—	any version
vmaf-torchUnmapped	—	>=1.1.0

Dependency conditions

aeon>=1.0.0Unmapped
Applies when (any)
python_version > "3.10" and extra == "dev"
bert_score==0.3.13Unmapped
Applies when (any)
extra == "dev"
dists-pytorch==0.1Unmapped
Applies when (any)
extra == "dev"
dython==0.7.9Unmapped
Applies when (any)
extra == "dev"
einops >=0.7.0?
Applies when (any)
extra == "all"extra == "dev"extra == "multimodal"extra == "video"
fairlearnany versionUnmapped
Applies when (any)
extra == "dev"
fast-bss-eval>=0.1.0Unmapped
Applies when (any)
extra == "dev"
faster-coco-eval>=1.6.3Unmapped
Applies when (any)
extra == "dev"
gammatone>=1.0.0Unmapped
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
huggingface-hub <0.35?
Applies when (any)
extra == "dev"
ipadic>=1.0.0Unmapped
Applies when (any)
extra == "all"extra == "dev"extra == "text"
jiwer>=2.3.0Unmapped
Applies when (any)
extra == "dev"
kornia>=0.6.7Unmapped
Applies when (any)
extra == "dev"
librosa>=0.10.0Unmapped
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
lpips<=0.1.4Unmapped
Applies when (any)
extra == "dev"
matplotlib >=3.6.0?
Applies when (any)
extra == "all"extra == "dev"extra == "visual"
mecab-ko<1.1.0,>=1.0.0Unmapped
Applies when (any)
python_version < "3.12" and extra == "dev"
mecab-ko-dic>=1.0.0Unmapped
Applies when (any)
python_version < "3.12" and extra == "dev"
mecab-python3>=1.0.6Unmapped
Applies when (any)
extra == "all"extra == "dev"extra == "text"
mir-eval>=0.6Unmapped
Applies when (any)
extra == "dev"
monai==1.4.0Unmapped
Applies when (any)
extra == "dev"
mypy ==1.17.1?
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
netcal>1.0.0Unmapped
Applies when (any)
extra == "dev"
nltk >3.8.1?
Applies when (any)
extra == "all"extra == "dev"extra == "text"
numpy <2.4.0?
Applies when (any)
extra == "dev"
onnxruntime>=1.12.0Unmapped
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
pandas >1.4.0?
Applies when (any)
extra == "dev"
permetrics==2.0.0Unmapped
Applies when (any)
extra == "dev"
pesq>=0.0.4Unmapped
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
piq<=0.8.0Unmapped
Applies when (any)
extra == "all"extra == "dev"extra == "multimodal"
properscoring==0.1Unmapped
Applies when (any)
extra == "dev"
pycocotools>2.0.0Unmapped
Applies when (any)
extra == "all"extra == "detection"extra == "dev"
pystoi>=0.4.0Unmapped
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
PyTDC==0.4.1Unmapped
Applies when (any)
(platform_system == "Windows" and python_version < "3.12") and extra == "dev"
pytorch-msssim==1.0.0Unmapped
Applies when (any)
extra == "dev"
regex >=2021.9.24?
Applies when (any)
extra == "all"extra == "dev"extra == "text"
requests >=2.22.0?
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
rouge-score >0.1.0?
Applies when (any)
extra == "dev"
sacrebleu >=2.3.0?
Applies when (any)
extra == "dev"
SciencePlots>=2.0.0Unmapped
Applies when (any)
extra == "all"extra == "dev"extra == "visual"
scikit-image >=0.19.0?
Applies when (any)
extra == "dev"
scipy >1.0.0?
Applies when (any)
extra == "all"extra == "dev"extra == "image"
sentencepiece >=0.2.0?
Applies when (any)
extra == "all"extra == "dev"extra == "text"
setuptools <82.0.0?
Applies when (any)
extra == "dev"
sewar>=0.4.4Unmapped
Applies when (any)
extra == "dev"
statsmodels>0.13.5Unmapped
Applies when (any)
extra == "dev"
timm >=0.9.0?
Applies when (any)
extra == "all"extra == "dev"extra == "multimodal"
torch ==2.8.0?
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
torch_complex<0.5.0Unmapped
Applies when (any)
extra == "dev"
torch-fidelity<=0.4.0Unmapped
Applies when (any)
extra == "all"extra == "dev"extra == "image"
torch_linear_assignment>=0.0.2Unmapped
Applies when (any)
extra == "all"extra == "clustering"extra == "dev"
torchaudio >=2.0.1?
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
torchvision >=0.15.1?
Applies when (any)
extra == "all"extra == "detection"extra == "dev"extra == "image"
tqdm <4.68.0?
Applies when (any)
extra == "all"extra == "dev"extra == "text"
transformers >=4.43.0?
Applies when (any)
extra == "all"extra == "dev"extra == "multimodal"extra == "text"
types-emojiany versionUnmapped
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
types-protobufany versionUnmapped
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
types-PyYAML any version?
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
types-requests any version?
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
types-setuptools any version?
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
types-sixany versionUnmapped
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
types-tabulateany versionUnmapped
Applies when (any)
extra == "all"extra == "dev"extra == "typing"
vmaf-torch>=1.1.0Unmapped
Applies when (any)
extra == "all"extra == "dev"extra == "video"

Description

TorchMetrics is a collection of machine learning metrics for PyTorch.

Changelog

SPECS: Add python-torchmetrics
Xuhai Changb8342bf160aa2026-05-25 09:27:59 UTC

PR · 1

#554 SPECS: Add python-milvus-models & deps (part 3)
MahnoKropotkinvich2026-06-10 14:11:49 UTC

Checks

Monitor	Observation	Last checked
Source	Stale Repository refresh: git fetch exited 128 (authentication)	2026-11-11 11:23:08 UTC
Version	Stale Source last confirmed at 2026-11-11T11:23:08+00:00; repository refresh overdue.	2026-11-11 11:39:38 UTC
Build	Checked	2026-11-11 13:09:54 UTC
GitHub	Checked	2026-11-11 13:06:52 UTC
EOL	Not configured No reliable monitor identity/configuration.	—
LicenseDiff	Not applicable No confirmed version upgrade; this monitor is not run.	—
Dependencies	Checked	2026-11-11 00:59:42 UTC Last attempted2026-11-11 06:46:45 UTC
Advisory	Checked Current source component only; local patches, build options, bundled dependencies and binary artifacts are not evaluated.	2026-11-11 07:27:18 UTC
Yanked	Checked	2026-11-11 13:02:34 UTC

Monitor	Checks
Source	6376 Stale 17 CheckFailed
Version	5505 Stale 164 CheckFailed 716 Not configured 8 Input unavailable
Build	6391 Checked 2 Not yet checked
GitHub	6393 Checked
EOL	6269 Not configured 118 Checked 3 Metadata unavailable 3 Input unavailable
LicenseDiff	1670 Not configured 187 Input changed 3172 Not applicable 12 Input unavailable 1138 Checked 210 Metadata unavailable 4 CheckFailed
Dependencies	1857 Not configured 3218 Checked 1248 Metadata unavailable 7 Input unavailable 58 Partial evidence 5 CheckFailed
Advisory	5004 Checked 1376 Not configured 7 Input unavailable 6 Metadata unavailable
Yanked	2253 Not configured 4120 Checked 5 CheckFailed 7 Input unavailable 8 Metadata unavailable