BestOf 2025 · 2
7.28 FID
Updated 21 October 2026 · 18:12 CESTDaily run around 05:00 · Paris time
Podium
Ranked by FID · lower is better. Student groups and professor references compete together.
BestOf 2025 · 1
8.27 FID
VanillaGAN
49.88 FID
Daily progress
FID over time · lower is better.
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No successful evaluations yet.
Results
FID ↓ · precision ↑ · recall ↑. P and R are fractions between 0 and 1. The generator architecture must stay fixed.
Hover or focus the ! icon to read an error; click to copy it. Open the image link to inspect the generated digits.
| Rank | Status | Samples | Source | |||||
|---|---|---|---|---|---|---|---|---|
| 1 | BestOf 2025 · 2Reference | 7.28 | 0.866 | 0.701 | 135.69A40 | Success | 10 images | Frozen referencec64582d3 |
| 2 | BestOf 2025 · 1Reference | 8.27 | 0.794 | 0.711 | 65.26A40 | Success | 10 images | Frozen reference39f46132 |
| 3 | VanillaGANReference | 49.88 | 0.467 | 0.171 | 65.41A40 | Success | 10 images | Frozen reference4b4d8ba1 |
No matching group.
Generated images
BestOf 2025 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2025 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
VanillaGAN · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
10,000 PNG images, 28 × 28 pixels, are required. Historical FID uses Inception features on all images; historical P/R uses VGG features with k=5 and 9,984 images (complete batches of 256). Scores are recomputed; the leaderboard is not a project grade.
Run 20261021T160156Z · Generation limit: 1200 s. Student generation: 4 CPU threads / 12 GiB; historical references may use one A40. Metrics use the evaluator GPU. Time excludes dependency installation and metric computation.