E06 · Dorn/java/166

Full sample results

Scores

MethodScoreScaleDataset rank
(0–100)
GPT-6.1 Sol15.330–20; mean of three runs
58.6Δ 4.9
DeepSeek V4 Pro14.330–20; mean of three runs
69.9Δ 16.2
BTTF0.6350–1; higher is more readable
82.2Δ 28.4
Human3.381–5; original rating
53.8

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Source code

GPT-6.1 Sol explanations

Run 1 · 16/20

Code Structure: Methods are logically separated into construction, color retrieval, and cache clearing.

Nesting: Shallow conditionals and a single try/catch keep complexity low; the cache-hit early return helps.

Clarity of intent: The caching and color-resolution logic are understandable, but sID, the rgb[0] sentinel, a raw Map, and silent exception handling leave details unclear.

Code length: Compact overall, although empty Javadocs and commented-out logging add clutter.

Action granularity: Statements generally perform one action per line, with readable method calls.

Reading flow: Retrieval proceeds naturally from cache lookup to resolution, caching, and return. Inconsistent comment formatting and the missing final class-closing brace slightly detract from presentation.

Run 2 · 15/20

Code Structure: Constructors, color lookup, and cache clearing are logically separated.

Nesting: Shallow conditionals and an early cache return keep complexity manageable.

Clarity of intent: Method names communicate purpose, but sID, raw Map usage, the rgb[0] sentinel, and silent exception handling obscure details.

Code length: The implementation is concise, though empty documentation and commented-out logging add clutter.

Action granularity: Most lines perform one action; chained calls in color creation remain understandable.

Reading flow: Cache lookup, color resolution, caching, and return follow a natural sequence. Inconsistent formatting and the missing final class-closing brace reduce polish.

Run 3 · 15/20

Code Structure: Constructors, color retrieval, and cache clearing are logically separated, although the snippet lacks a closing class brace.

Nesting: An early cache return keeps nesting modest; the try/catch and RGB conditional are easy to follow.

Clarity of intent: Method names communicate their purposes, but sID, raw Map usage, the rgb[0] sentinel, and silent exception handling obscure details.

Code length: The implementation is concise, though empty documentation and commented-out logging add clutter.

Action granularity: Statements generally perform one action per line, with no compressed multi-statement lines.

Reading flow: Retrieval proceeds naturally from cache lookup to color resolution, caching, and return; inconsistent formatting and obsolete comments slightly interrupt that flow.

BTTF feature contributions

Score 0.635 / 1