Datasets › ManyTypes4TypeScript
ManyTypes4TypeScript
[DOI] Type Inference dataset for TypeScript. Click on DOI tag for dataset files.
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Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Type prediction | ManyTypes4TypeScript | CodeTIDAL5 Average Accuracy 71.27 | Learning Type Inference for Enhanced Dataflow Analysis | joernio/joernti-codetidal5 | 9 | Compare |
Papers archive 2025-07-28
7 shown of 7 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Learning Type Inference for Enhanced Dataflow Analysis | 1 | 1 | 1 Oct 2023 | not harvested |
| ManyTypes4TypeScript: A Comprehensive TypeScript Dataset for Sequence-Based Type Inference | 1 | 1 | 17 Oct 2022 | not harvested |
| Multilingual training for Software Engineering | 0 | 2 | 3 Dec 2021 | not harvested |
| GraphCodeBERT: Pre-training Code Representations with Data Flow | 1 | 1 | 17 Sep 2020 | not harvested |
| CodeBERT: A Pre-Trained Model for Programming and Natural Languages | 9 | 1 | 19 Feb 2020 | ran 2 of 20 samples (18 unverified; 4 pointer-only for licence) |
| RoBERTa: A Robustly Optimized BERT Pretraining Approach | 67 | 1 | 26 Jul 2019 | ran 22 of 48 samples (26 unverified; 23 pointer-only for licence) |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | 534 | 1 | 11 Oct 2018 | ran 204 of 659 samples (455 unverified; 149 pointer-only for licence) |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
CC-4.0
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ManyTypes4TypeScript
1 variant name, as the archive lists them.
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