Fine-Tuning DARTS for Image Classification

Neural Architecture Search (NAS) has gained attraction due to superior classification performance. Differential Architecture Search (DARTS) is a computationally light method... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Fine-Grained Image Classification CompCars Fine-Tuning DARTS Accuracy 95.9% # 1
Image Classification Fashion-MNIST Fine-Tuning DARTS Percentage error 3.09 # 1
Accuracy 96.91 # 1

Methods used in the Paper