Ablation Test Results for Curriculum Strategies in Rice Disease Classification

Comprising ablation test results for curriculum strategies, likely related to a rice disease classification framework. The data is uncalibrated and stored in an XLS file of 5.5 KB. It was authored by Chatter Singh and last updated in March 2026.

Use Cases

• Analyze the impact of different curriculum strategies on model performance metrics like 'Variety Accuracy' or 'Trade Accuracy'.
• Evaluate the 'Uncertainty Estimation' of models under different ablation conditions described in the dataset.
• Compare 'Time Inference' or 'Ms Per 64' sample batch metrics across ablated curriculum strategy configurations.

Strengths

• The dataset is shared under a permissive CC BY 4.0 license.
• It is associated with research on the 'Paddy Doctor Dataset' and 'Reliable Rice Disease' classification.
• The data was updated in March 2026, indicating recent activity.

Limitations

• The dataset is very small at 5.5 KB, suggesting limited scope or a sample.
• Key structural details like the number of rows and columns are unknown.
• The description is minimal, providing little context for the specific ablation tests performed.

Provenance

Source

figshare, authored by Chatter Singh.

Collection Method

Likely generated from ablation experiments on a rice disease classification framework, as indicated by tags.

Freshness

Last updated on 2026-03-20.