ml-dev-bench@1.0

Coding

ML-Dev-Bench: A benchmark for testing AI agents on machine learning development tasks including model implementation, training, debugging, and optimization.

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Run this task

CLI:

inspect eval inspect_harbor/ml_dev_bench_1_0 --model openai/gpt-5

Python:

from inspect_ai import eval
from inspect_harbor import ml_dev_bench_1_0

eval(ml_dev_bench_1_0(), model="openai/gpt-5")

Dataset information

Harbor registry ml-dev-bench@1.0
Inspect task ml_dev_bench_1_0
Version 1.0
Samples 33
Paper arxiv

See Task Parameters for the parameter set shared across all Harbor tasks.