DG-LSTM-SA: Time Complexity Comparison with Baseline Models

Guoqiang Sun published a dataset on figshare in June 2026 detailing the time complexity of the DG-LSTM-SA model and baseline models. The dataset is stored in an XLS file of 5.5 KB. Its specific row count and column structure are unknown.

Use Cases

• Benchmarking model training or inference speed based on reported time complexity.
• Evaluating the computational trade-offs of DG-LSTM-SA versus other architectures.
• Selecting models for resource-constrained applications based on efficiency metrics.

Strengths

• File size is precisely 5.5 KB, indicating a compact dataset.
• Dataset is openly licensed under CC-BY-4.0.
• Last update date is explicitly provided as 2026-06-03.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Guoqiang Sun

Freshness

Last updated 2026-06-03 17:32:04; freshness should be verified.