A collection of 1,293 PhD-level Swift programming question-and-answer records. Each record pairs a question with a worked solution and a final answer.
Available on Request · Sample Available
Swift Coding QSA
Advanced Swift at research depth, from structured concurrency to SwiftUI and Combine.
Updated:May 24, 2026
Volume
0
Volume
Scalable Volume
Coverage
Grad, PhD, Swift, Coding
68.8%Codex GPT-5.4 · Pass@5
Targets
LiveCodeBench, BigCodeBench
Modality & Delivery
Text→Text
Formats
Excel (.xlsx)
What You Receive
Coverage
Advanced Swift topics at research depth: collections and algorithms, structured concurrency and synchronization, memory management and ownership, generics and protocols, error handling, and SwiftUI and Combine.
Package Structure
Differentiators
Record Schema
| A | B | C | |
|---|---|---|---|
| 1 | answer | question | solution |
| 2 | The concise final answer associated with the question. | The question or task presented in the dataset record. | The worked solution or supporting reasoning for the question. |
Results
| Model | Metric | Result |
|---|---|---|
| Codex GPT-5.4 | Pass@5 | |
| Codex GPT-5.4 | Pass@3 | — |
Methodology & Quality
Methodology
Questions are expert-authored, then split across an SME pool for complexity validation before benchmarking.
SME involvement
Domain-expert curated with up to L2 review
Stressors
Design criteria
Build assumptions
Quality approach
Known limitations
Customization & Scalability
Custom sets available. Additional volume in progress
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