E10 · Buse/68
Scores
| Method | Score | Scale | Dataset rank (0–100) |
|---|---|---|---|
| GPT-6.1 Sol | 17.33 | 0–20; mean of three runs | 71.7Δ 20.7 |
| DeepSeek V4 Pro | 12 | 0–20; mean of three runs | 27.8Δ 23.2 |
| BTTF | 0.591 | 0–1; higher is more readable | 68.7Δ 17.7 |
| Human | 3.36 | 1–5; original rating | 51.0 |
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GPT-6.1 Sol explanations
Run 1 · 18/20
Code Structure: A logically ordered sequence creates a result, attaches a listener, and runs the test.
Nesting: Flat, with no nested control flow.
Clarity of intent: Descriptive method and variable names make the purpose clear, though fTest uses a less readable naming convention.
Code length: Concise, with no unnecessary statements.
Action granularity: Each statement occupies its own line; the inline listener creation remains easy to understand.
Reading flow: Natural setup-to-execution progression. Minor drawbacks are inconsistent spacing around '=' and the missing closing brace in the provided snippet.
Run 2 · 17/20
Code Structure: The method follows a logical sequence: create a result, attach a listener, and execute the test.
Nesting: The code is flat, with no nested control flow.
Clarity of intent: Names such as TestResult, addListener, and createAdaptingListener make the purpose clear, though fTest depends on surrounding context.
Code length: The snippet is concise without unnecessary statements.
Action granularity: Each statement performs one primary action; the nested listener-creation call remains easy to follow.
Reading flow: Execution reads naturally from setup to test invocation. Inconsistent spacing around '=' slightly reduces polish, and the missing closing brace leaves the provided method incomplete.
Run 3 · 17/20
Code Structure: The method follows a logical setup-and-execute sequence, but the snippet lacks a closing brace.
Nesting: Flat, with no nested control flow.
Clarity of intent: Creating a test result, attaching an adapting listener, and running the test clearly convey the purpose; fTest is slightly less descriptive.
Code length: Concise, with no unnecessary statements.
Action granularity: Each statement performs one primary action, though listener creation is embedded in registration.
Reading flow: Natural and easy to follow; inconsistent spacing around the assignment and the incomplete method slightly reduce readability.
DeepSeek V4 Pro explanations
Run 1 · 17/20
The code is concise and clearly structured. It demonstrates a flat hierarchy with no unnecessary nesting, making the logic easy to follow. The intent is straightforward: create a test result, attach a listener adapter, and run the test. Each line performs a single action, aligning with good action granularity. The reading flow is natural, from setup to execution. Minor deductions could be made for the inline variable assignment without a space (`result= new TestResult();`) and the slightly compressed listener creation, but overall this is highly readable and maintainable.
Run 2 · 3/20
The provided snippet is not a complete method: it lacks closing braces and shows only a fragment of the logic. Structure is essentially absent, making it impossible to judge organization or nesting. The intent is vaguely clear (running a test with a notifier), but the code is severely truncated, so clarity is undermined. Length is very short, but this is due to incompleteness, not conciseness. Action granularity appears low (one main action per line), but the missing closing context and abrupt end make reading flow feel broken. Overall, unreadable as presented.
Run 3 · 16/20
The code snippet is concise and mostly clear. It demonstrates a logical sequence: create a result object, add a listener, then run the test. The structure is flat with minimal nesting, and each line performs a distinct action, aligning well with action granularity and reading flow. However, there is a minor formatting inconsistency ('result= new TestResult();' has a space before '=' but not after), and variable naming like 'fTest' could be more explicit, slightly reducing clarity of intent. Since this is only a partial method, the overall context and complexity assessment is limited.
BTTF feature contributions
Score 0.591 / 1