BestOf 2025 · 2
7.36 FID
Updated 25 October 2026 · 06:11 CETDaily run around 05:00 · Paris time
Podium
Ranked by FID · lower is better. Student groups and professor references compete together.
BestOf IASDAPP2026 · 1
7.49 FID
BestOf 2025 · 1
7.94 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 | 7.36 | 0.863 | 0.712 | 190.11A40 | Success | 10 images | Frozen referencec64582d3 |
| 2 | BestOf IASDAPP2026 · 1Reference | 7.49 | 0.867 | 0.607 | 108.62A40 | Success | 10 images | Frozen reference4c551f37 |
| 3 | BestOf 2025 · 1Reference | 7.94 | 0.811 | 0.710 | 99.23A40 | Success | 10 images | Frozen reference39f46132 |
| 4 | BestOf IASDAPP2026 · 2Reference | 9.45 | 0.887 | 0.519 | 81.13A40 | Success | 10 images | Frozen reference7356859e |
| 5 | BestOf Bachelor2024Reference | 12.82 | 0.871 | 0.661 | 157.51A40 | Success | 10 images | Frozen reference993c998a |
| 6 | BestOf DL3IASO2026 · 1Reference | 16.92 | 0.665 | 0.510 | 176.42A40 | Success | 10 images | Frozen referenceb546a7bb |
| 7 | BestOf 2024 · 2Reference | 17.72 | 0.799 | 0.555 | 80.08A40 | Success | 10 images | Frozen reference8206b67b |
| 8 | BestOf 2024 · 1Reference | 18.32 | 0.711 | 0.581 | 99.24A40 | Success | 10 images | Frozen referencec835ac05 |
| 9 | BestOf 2023 · 1Reference | 18.42 | 0.564 | 0.251 | 188.41A40 | Success | 10 images | Frozen reference944272bd |
| 10 | BestOf DL3IASO2026 · 2Reference | 19.20 | 0.574 | 0.155 | 182.77A40 | Success | 10 images | Frozen reference0838ee7a |
| 11 | BestOf 2023 · 2Reference | 36.62 | 0.527 | 0.310 | 100.37A40 | Success | 10 images | Frozen reference836a496b |
| 12 | VanillaGANReference | 49.19 | 0.472 | 0.192 | 85.24A40 | Success | 10 images | Frozen reference4b4d8ba1 |
| 13 |    AKA2026 group | 383.43 | 0.000 | 0.000 | 80.20CPU | Success | 10 images | Repository65f5b79e |
| 14 |    Klick2026 group | 383.55 | 0.000 | 0.000 | 79.89CPU | Success | 10 images | Repository5c6ffe1c |
| 15 |   Sbo3a2026 group | 383.75 | 0.000 | 0.000 | 76.95CPU | Success | 10 images | Repositoryac0acbeb |
| 16 |    Tung Tung Tung Tung Tung GANur2026 group | 384.29 | 0.000 | 0.000 | 91.59CPU | Success | 10 images | Repository41cd6a4f |
| 17 |    TP2026 group | 384.62 | 0.000 | 0.000 | 74.35CPU | Success | 10 images | Repository251da46f |
| 18 |  NYBandits2026 group | 384.91 | 0.000 | 0.000 | 84.58CPU | Success | 10 images | Repositoryeb1ce2f7 |
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 IASDAPP2026 · 1 · 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.
BestOf IASDAPP2026 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf Bachelor2024 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf DL3IASO2026 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2024 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2024 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2023 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf DL3IASO2026 · 2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
BestOf 2023 · 2 · 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.
AKA · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
Klick · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
Sbo3a · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
Tung Tung Tung Tung Tung GANur · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
TP · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
NYBandits · 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 20261025T040001Z · 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.