BestOf IASDAPP2026 · 1
7.27 FID
Updated 28 October 2026 · 07:32 CETDaily run around 05:00 · Paris time
Podium
Ranked by FID · lower is better. Student groups and professor references compete together.
BestOf 2025 · 2
7.48 FID
BestOf 2025 · 1
7.99 FID
Daily progress
FID over time · lower is better.
Drag to zoom horizontally or vertically; scroll to zoom. Use the toolbar to pan or reset. Dots show evaluations, not GitHub activity. Failed runs leave gaps.
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 IASDAPP2026 · 1Reference | 7.27 | 0.866 | 0.604 | 85.70A40 | Success | 10 images | Frozen reference4c551f37 |
| 2 | BestOf 2025 · 2Reference | 7.48 | 0.861 | 0.706 | 79.21A40 | Success | 10 images | Frozen referencec64582d3 |
| 3 | BestOf 2025 · 1Reference | 7.99 | 0.802 | 0.709 | 73.64A40 | Success | 10 images | Frozen reference39f46132 |
| 4 | BestOf IASDAPP2026 · 2Reference | 9.80 | 0.888 | 0.506 | 105.31A40 | Success | 10 images | Frozen reference7356859e |
| 5 | BestOf Bachelor2024Reference | 12.61 | 0.879 | 0.650 | 161.04A40 | Success | 10 images | Frozen reference993c998a |
| 6 | BestOf DL3IASO2026 · 1Reference | 16.92 | 0.668 | 0.532 | 85.98A40 | Success | 10 images | Frozen referenceb546a7bb |
| 7 | BestOf 2024 · 2Reference | 17.35 | 0.796 | 0.545 | 99.43A40 | Success | 10 images | Frozen reference8206b67b |
| 8 | BestOf 2023 · 1Reference | 18.13 | 0.565 | 0.253 | 81.36A40 | Success | 10 images | Frozen reference944272bd |
| 9 | BestOf 2024 · 1Reference | 18.69 | 0.709 | 0.566 | 102.33A40 | Success | 10 images | Frozen referencec835ac05 |
| 10 | BestOf DL3IASO2026 · 2Reference | 19.53 | 0.573 | 0.152 | 102.12A40 | Success | 10 images | Frozen reference0838ee7a |
| 11 | BestOf 2023 · 2Reference | 36.17 | 0.521 | 0.316 | 98.48A40 | Success | 10 images | Frozen reference836a496b |
| 12 | VanillaGANReference | 50.39 | 0.469 | 0.186 | 102.86A40 | Success | 10 images | Frozen reference4b4d8ba1 |
| 13 |   HQHD2026 group | 382.71 | 0.000 | 0.000 | 74.63CPU | Success | 10 images | Repository989df1fe |
| 14 |   Sbo3a2026 group | 383.66 | 0.000 | 0.000 | 94.81CPU | Success | 10 images | Repositoryac0acbeb |
| 15 |  Skill issue2026 group | 383.70 | 0.000 | 0.000 | 95.86CPU | Success | 10 images | Repositoryea39eed9 |
| 16 |    CreativeConcepts2026 group | 383.76 | 0.000 | 0.000 | 94.94CPU | Success | 10 images | Repository1b1595ed |
| 17 |    3StochasticParrots2026 group | 383.84 | 0.000 | 0.000 | 92.85CPU | Success | 10 images | Repository823dc06f |
| 18 |    Group 242026 group | 384.01 | 0.000 | 0.000 | 102.58CPU | Success | 10 images | Repository6e024c8f |
| 19 |  GANgnam style2026 group | 384.01 | 0.000 | 0.000 | 70.43CPU | Success | 10 images | Repositoryde406cb8 |
| 20 |   jaipasdidéesdenomdegroupe2026 group | 384.10 | 0.000 | 0.000 | 76.81CPU | Success | 10 images | Repository9569e8ad |
| 21 |  Group 172026 group | 384.14 | 0.000 | 0.000 | 100.66CPU | Success | 10 images | Repositoryf83df342 |
| 22 |    TP2026 group | 384.19 | 0.000 | 0.000 | 82.98CPU | Success | 10 images | Repository251da46f |
| 23 |    Tung Tung Tung Tung Tung GANur2026 group | 384.21 | 0.000 | 0.000 | 95.39CPU | Success | 10 images | Repository41cd6a4f |
| 24 |    DauDauBis2026 group | 384.21 | 0.000 | 0.000 | 73.39CPU | Success | 10 images | Repository9593651f |
| 25 |   ganberge2026 group | 384.22 | 0.000 | 0.000 | 66.86CPU | Success | 10 images | Repositorya0dd78f3 |
| 26 |  GANsters2026 group | 384.26 | 0.000 | 0.000 | 88.30CPU | Success | 10 images | Repository6e5a454f |
| 27 |   NYBandits2026 group | 384.29 | 0.000 | 0.000 | 80.14CPU | Success | 10 images | Repositoryeb1ce2f7 |
| 28 |    Latent Dwellers2026 group | 384.38 | 0.000 | 0.000 | 95.85CPU | Success | 10 images | Repository70822856 |
| 29 |  Consistent GANaches2026 group | 384.41 | 0.000 | 0.000 | 96.20CPU | Success | 10 images | Repository7888e97f |
| 30 |   A22026 group | 384.44 | 0.000 | 0.000 | 92.68CPU | Success | 10 images | Repository9bbb5fbb |
| 31 |    CirylGan2026 group | 384.49 | 0.000 | 0.000 | 99.55CPU | Success | 10 images | Repository8febb89b |
| 32 |  QOR2026 group | 384.51 | 0.000 | 0.000 | 75.27CPU | Success | 10 images | Repository7365a8bd |
| 33 |    DLR2026 group | 384.52 | 0.000 | 0.000 | 71.22CPU | Success | 10 images | Repositoryaf21f6db |
| 34 |    Réveille-toi Canna2026 group | 384.60 | 0.000 | 0.000 | 93.76CPU | Success | 10 images | Repository9ec18cc6 |
| 35 |  The Ambassadors2026 group | 384.68 | 0.000 | 0.000 | 81.18CPU | Success | 10 images | Repository1a96c9a3 |
| 36 |    Que la GAN2026 group | 384.82 | 0.000 | 0.000 | 74.64CPU | Success | 10 images | Repositoryf0426862 |
| 37 |  blue2026 group | 384.89 | 0.000 | 0.000 | 74.62CPU | Success | 10 images | Repositoryb3c8683a |
| 38 |    Klick2026 group | 384.91 | 0.000 | 0.000 | 94.68CPU | Success | 10 images | Repository5c6ffe1c |
| 39 |    Madeleines2026 group | 385.03 | 0.000 | 0.000 | 76.24CPU | Success | 10 images | Repositorybd14b736 |
| 40 |    AKA2026 group | 385.17 | 0.000 | 0.000 | 76.10CPU | Success | 10 images | Repository65f5b79e |
No matching group.
Generated images
BestOf IASDAPP2026 · 1 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
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.
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.
HQHD · 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.
Skill issue · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
CreativeConcepts · 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.
Group 24 · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
GANgnam style · 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.
Group 17 · 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.
ganberge · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
GANsters · 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.
Latent Dwellers · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
Consistent GANaches · 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.
CirylGan · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
QOR · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
DLR · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
Réveille-toi Canna · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
The Ambassadors · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
Que la GAN · 10 generated images
Random samples from this run, not hand-picked. Click an image to open the PNG.
blue · 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.
Madeleines · 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.
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 20261028T040001Z · 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.