Oral Presentation10.1234/parness2026.002

NeuralArchitecture-Bench: A Fully Automated Benchmark for NAS Evaluation

Yujie Fei, Zheyuan Zhang, Yuchen Wang

Peking University / MIT

We present NeuralArchitecture-Bench, a fully automated benchmarking framework for Neural Architecture Search (NAS). Given only a dataset URL, our system automatically designs, trains, and evaluates candidate architectures, producing comprehensive comparison reports.

NASAutoMLBenchmarkNeural Architecture

Paper Code Experiments Presentation

Paper

NeuralArchitecture-Bench: End-to-End Automated Benchmarking for Neural Architecture Search

Code

Python · 256 stars

Experiments

2 experiments

Presentation

40 min · Yujie Fei