Individual skill
siggraph-experiments
Use when designing or auditing the evaluation of a SIGGRAPH / TOG paper, covering head-to-head comparisons against the strongest prior method, ablations, performance/timing reporting with hardware, image/geometry quality metrics, perceptual and user studies, and matching the evidence to the graphics claim shape.
SIGGRAPH-Skills/skills/siggraph-experiments/SKILL.md
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# SIGGRAPH Experiments
SIGGRAPH acceptance turns on **evidence proportional to a graphics claim**: a technique that claims
to be faster must be timed against a real baseline on stated hardware; one that claims higher
quality must be compared, quantitatively and visually, against the strongest prior method. This
skill matches evaluation to claim shape and pre-empts the domain-expert reviewer's first
objections. Anchor policy to `resources/official-source-map.md`.
## Match evidence to the claim
| Claim shape | Evidence the reviewer expects | Common failure |
|---|---|---|
| "Higher quality" | Head-to-head vs SOTA with a metric (PSNR/SSIM/LPIPS/FLIP; Hausdorff/normal error for geometry) + side-by-side visuals + video | Only one's own results shown; no baseline |
| "Faster / real-time" | Wall-clock vs baseline at **equal quality**, with GPU/CPU, driver, resolution | Timing at unequal quality; no hardware stated |