Model Registry Local Benchmarks

Registry metadata and benchmark scores for local ML models.

Category: Pre-Trained Model

License: CC-BY-4.0

Uploaded: 4/29/2026

Format: csv

Rows: 600

Columns: 6

Downloads: 6Comments: 0Likes: 1Dislikes: 0Community actions: 7

About Dataset

Registry metadata and benchmark scores for local ML models.

Source file: Attached

File format: csv

Rows: 600

Columns: 6

Expected Update Frequency

Manual updates (on new releases)

model_idtext

tasktext

frameworktext

versiontext

f1_scorenumeric

latency_msnumeric

First 10 rows

model_id	task	framework	version	f1_score	latency_ms
MDL-00001	vision-detection	PyTorch	v1.8	0.781	296.4
MDL-00002	forecasting	PyTorch	v3.9	0.879	111.71
MDL-00003	forecasting	PyTorch	v3.2	0.755	220.53
MDL-00004	ner	PyTorch	v1.2	0.552	65.04
MDL-00005	ner	ONNX	v4.5	0.492	346.98
MDL-00006	ner	ONNX	v4.5	0.925	203.81
MDL-00007	classification	TensorFlow	v2.3	0.68	79.23
MDL-00008	ner	PyTorch	v4.5	0.566	123.54
MDL-00009	ner	TensorFlow	v3.7	0.465	144.21
MDL-00010	ner	ONNX	v3.2	0.785	240.47

f1_score

min 0.422

max 0.968

mean 0.692

missing 0

latency_ms

min 8.700

max 419.980

mean 214.208

missing 0