Research
Benchmarks for “imagenet”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
4,762 benchmarksPage 175 of 191
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Few-shot Image Classification | mini-ImageNet (Four Meta-Testing Tasks) | 3 | Feb 26, 2026 | ||
| Few-shot Image Classification | mini-ImageNet Eight Meta (train) | 3 | Feb 26, 2026 | ||
| Robustness Evaluation | ImageNet-A (test) | 3 | Feb 26, 2026 | ||
| Cross-domain prompt generalization | ImageNet to ImageNet variants (test) | 3 | Feb 26, 2026 | ||
| Class Incremental Learning | ImageNet-1K | 3 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K (val) | 3 | Feb 26, 2026 | ||
| Image Classification | S-TinyImageNet 100 tasks (test) | 3 | Feb 26, 2026 | ||
| Adversarial Attack on Text-to-Image Generation | ImageNet Long Prompt 1K (val) | 3 | Feb 26, 2026 | ||
| Adversarial Attack on Text-to-Image Generation | ImageNet Short Prompt 1K (val) | 3 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 3 | Feb 26, 2026 | ||
| Image Classification | TinyImageNet | 3 | Feb 26, 2026 | ||
| Image Classification | ImageNet-100 12 (test) | 3 | Feb 26, 2026 | ||
| Generic Scenes Generation | 500 generated images ImageNet-based | 3 | Feb 27, 2026 | ||
| Image Reconstruction | ImageNette (test) | 3 | Feb 26, 2026 | ||
| Backdoor Defense | ImageNet Subset (test) | 3 | Feb 26, 2026 | ||
| 2D Neural Image Alignment (Homography) | ImageNet cat | 3 | Feb 26, 2026 | ||
| Out-of-Distribution Detection | ImageNet vs. Places365 OOD | 3 | Feb 26, 2026 | ||
| Compressed Sensing (25%) | ImageNet | 3 | Feb 26, 2026 | ||
| Deblurring | ImageNet | 3 | Feb 26, 2026 | ||
| Super-Resolution | ImageNet 256x256, Average-pooling, sigma_y=0.2 2012 (test) | 3 | Feb 26, 2026 | ||
| Super-Resolution | ImageNet 256x256 Average-pooling sigma_y=0 2012 (test) | 3 | Feb 26, 2026 | ||
| Super-Resolution | ImageNet 256x256 Bicubic sigma_y=0 2012 (test) | 3 | Feb 26, 2026 | ||
| Robustness | ImageNet Robustness (IN-A, IN-R, IN-S, IN-C) | 3 | Feb 26, 2026 | ||
| Clustering | ImageNet-1K 1.28M images (train) | 3 | Feb 26, 2026 | ||
| Targeted Adversarial Attack | ImageNet Target: VGG-16 | 3 | Feb 26, 2026 |