BestOf 2025 · 2
7.36 FID
Updated 26 October 2026 · 06:31 CETDaily run around 05:00 · Paris time
Podium
Ranked by FID · lower is better. Student groups and professor references compete together.
BestOf IASDAPP2026 · 1
7.43 FID
BestOf 2025 · 1
8.25 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 | 0.859 | 0.709 | 84.38A40 | Success | 10 images | Frozen referencec64582d3 |
| 2 | BestOf IASDAPP2026 · 1Reference | 7.43 | 0.869 | 0.599 | 83.00A40 | Success | 10 images | Frozen reference4c551f37 |
| 3 | BestOf 2025 · 1Reference | 8.25 | 0.810 | 0.704 | 75.08A40 | Success | 10 images | Frozen reference39f46132 |
| 4 | BestOf IASDAPP2026 · 2Reference | 9.35 | 0.882 | 0.514 | 88.18A40 | Success | 10 images | Frozen reference7356859e |
| 5 | BestOf Bachelor2024Reference | 12.84 | 0.874 | 0.661 | 128.56A40 | Success | 10 images | Frozen reference993c998a |
| 6 | BestOf DL3IASO2026 · 1Reference | 16.95 | 0.665 | 0.504 | 109.89A40 | Success | 10 images | Frozen referenceb546a7bb |
| 7 | BestOf 2024 · 2Reference | 17.81 | 0.793 | 0.538 | 84.48A40 | Success | 10 images | Frozen reference8206b67b |
| 8 | BestOf 2023 · 1Reference | 18.07 | 0.562 | 0.243 | 86.08A40 | Success | 10 images | Frozen reference944272bd |
| 9 | BestOf 2024 · 1Reference | 18.57 | 0.721 | 0.577 | 106.73A40 | Success | 10 images | Frozen referencec835ac05 |
| 10 | BestOf DL3IASO2026 · 2Reference | 19.24 | 0.571 | 0.149 | 106.32A40 | Success | 10 images | Frozen reference0838ee7a |
| 11 | BestOf 2023 · 2Reference | 36.44 | 0.532 | 0.316 | 99.55A40 | Success | 10 images | Frozen reference836a496b |
| 12 | VanillaGANReference | 50.03 | 0.467 | 0.165 | 84.32A40 | Success | 10 images | Frozen reference4b4d8ba1 |
| 13 |   A22026 group | 383.18 | 0.000 | 0.000 | 91.56CPU | Success | 10 images | Repository9bbb5fbb |
| 14 |   jaipasdidéesdenomdegroupe2026 group | 383.58 | 0.000 | 0.000 | 70.59CPU | Success | 10 images | Repository9569e8ad |
| 15 |  NYBandits2026 group | 383.66 | 0.000 | 0.000 | 72.93CPU | Success | 10 images | Repositoryeb1ce2f7 |
| 16 |  Skill issue2026 group | 383.83 | 0.000 | 0.000 | 99.76CPU | Success | 10 images | Repositoryea39eed9 |
| 17 |   Sbo3a2026 group | 384.00 | 0.000 | 0.000 | 73.65CPU | Success | 10 images | Repositoryac0acbeb |
| 18 |    TP2026 group | 384.02 | 0.000 | 0.000 | 87.19CPU | Success | 10 images | Repository251da46f |
| 19 |    Tung Tung Tung Tung Tung GANur2026 group | 384.25 | 0.000 | 0.000 | 98.82CPU | Success | 10 images | Repository41cd6a4f |
| 20 |   DauDauBis2026 group | 384.30 | 0.000 | 0.000 | 95.52CPU | Success | 10 images | Repository9593651f |
| 21 |    AKA2026 group | 384.31 | 0.000 | 0.000 | 102.03CPU | Success | 10 images | Repository65f5b79e |
| 22 |  3StochasticParrots2026 group | 384.44 | 0.000 | 0.000 | 88.04CPU | Success | 10 images | Repository823dc06f |
| 23 |    Klick2026 group | 384.52 | 0.000 | 0.000 | 67.45CPU | Success | 10 images | Repository5c6ffe1c |
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 2023 · 1 · 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 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.
A2 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
jaipasdidéesdenomdegroupe · 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.
Skill issue · 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.
TP · 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.
DauDauBis · 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.
3StochasticParrots · 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.
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 20261026T040001Z · 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.