D2TA: Augmented Molecular Datasets for Domain Adaptation

23.8 MB of augmented domain-specific molecular data used as an intermediate adaptation stage in the D2TA framework. The dataset was created by Ruihui Wang and is available under a CC-BY-4.0 license. It was last updated on June 1, 2026.

Use Cases

• Fine-tuning pretrained chemical models based on augmented domain-specific data.
• Bridging generic chemical pretraining and task-specific learning for molecular tasks.
• Evaluating domain adaptation frameworks in computational chemistry.

Strengths

• Dataset size is 23.8 MB, indicating a specific, downloadable resource.
• Available under a permissive CC-BY-4.0 license for reuse.
• Explicitly designed for an intermediate adaptation stage in a named framework (D2TA).

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

Ruihui Wang

Freshness

Last updated 2026-06-01 17:30:26; freshness should be verified.