Datasets › ImageNet-Sketch
ImageNet-Sketch
ImageNet-Sketch data set consists of 50,889 images, approximately 50 images for each of the 1000 ImageNet classes. The data set is constructed with Google Image queries "sketch of __", where __ is the standard class name. Only within the "black and white" color scheme is searched. 100 images are initially queried for every class, and the pulled images are cleaned by deleting the irrelevant images and images that are for similar but different classes. For some classes, there are less than 50 images after manually cleaning, and then the data set is augmented by flipping and rotating the images.
Source: ImageNet-Sketch Image Source: https://github.com/HaohanWang/ImageNet-Sketch
Benchmarks archive 2025-07-28
All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Domain Generalization | ImageNet-Sketch | Model soups (BASIC-L) Top-1 accuracy 77.18 | Model soups: averaging weights of multiple fine-tuned... | mlfoundations/model-soups +5 | 20 | Compare |
| Zero-Shot Transfer Image Classification | ImageNet-Sketch | CoCa Accuracy (Private) 77.6 | CoCa: Contrastive Captioners are Image-Text Foundation Models | mlfoundations/open_clip +5 | 7 | Compare |
| Image Classification | ImageNet-Sketch | µ2Net+ (ViT-L/16) Accuracy 88.6 | A Continual Development Methodology for Large-scale... | google-research/google-research | 1 | Compare |
Papers archive 2025-07-28
20 shown of 20 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 268. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
Dataset loaders archive 2025-07-28
4 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ImageNet-Sketch
1 variant name, as the archive lists them.
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