BestOf 2025 · 2
7.20 FID
Updated 21 October 2026 · 22:18 CESTDaily run around 05:00 · Paris time
Podium
Ranked by FID · lower is better. Student groups and professor references compete together.
BestOf IASDAPP2026 · 1
7.24 FID
BestOf 2025 · 1
8.41 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 | 7.20 | 0.868 | 0.705 | 71.20A40 | Success | 10 images | Frozen referencec64582d3 |
| 2 | BestOf IASDAPP2026 · 1Reference | 7.24 | 0.862 | 0.623 | 75.11A40 | Success | 10 images | Frozen reference4c551f37 |
| 3 | BestOf 2025 · 1Reference | 8.41 | 0.807 | 0.708 | 80.12A40 | Success | 10 images | Frozen reference39f46132 |
| 4 | BestOf IASDAPP2026 · 2Reference | 9.66 | 0.879 | 0.505 | 71.75A40 | Success | 10 images | Frozen reference7356859e |
| 5 | BestOf Bachelor2024Reference | 12.93 | 0.873 | 0.661 | 153.77A40 | Success | 10 images | Frozen reference993c998a |
| 6 | BestOf DL3IASO2026 · 1Reference | 17.05 | 0.665 | 0.479 | 88.44A40 | Success | 10 images | Frozen referenceb546a7bb |
| 7 | BestOf 2024 · 2Reference | 17.63 | 0.791 | 0.532 | 75.24A40 | Success | 10 images | Frozen reference8206b67b |
| 8 | BestOf 2023 · 1Reference | 18.22 | 0.554 | 0.251 | 80.00A40 | Success | 10 images | Frozen reference944272bd |
| 9 | BestOf 2024 · 1Reference | 18.26 | 0.712 | 0.577 | 79.89A40 | Success | 10 images | Frozen referencec835ac05 |
| 10 | BestOf DL3IASO2026 · 2Reference | 19.35 | 0.575 | 0.179 | 78.83A40 | Success | 10 images | Frozen reference0838ee7a |
| 11 | BestOf 2023 · 2Reference | 36.26 | 0.521 | 0.308 | 79.72A40 | Success | 10 images | Frozen reference836a496b |
| 12 | VanillaGANReference | 49.98 | 0.475 | 0.166 | 76.20A40 | 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 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.
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 20261021T194213Z · 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.