Research
Benchmarks for “imagenet”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
4,762 benchmarksPage 57 of 191
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Multi-label Classification | ImageNet ReaL | 18 | Mar 9, 2026 | ||
| Motion deblur | ImageNet 256x256 (val) | 18 | May 28, 2026 | ||
| Private Inference | Tiny ImageNet | 18 | Apr 23, 2026 | ||
| Few-Shot Class-Incremental Learning | miniImageNet, CUB-200, and CIFAR-100 Average (test) | 18 | Feb 26, 2026 | ||
| Few-shot Image Classification | tieredImageNet original (test) | 18 | Feb 26, 2026 | ||
| Backdoor Defense | ImageNette | 18 | Feb 26, 2026 | ||
| Image Generation | ImageNette | 18 | Jun 1, 2026 | ||
| Semantic Shift Detection | ImageNet-O, iNaturalist, SUN, and Places Average | 18 | Feb 26, 2026 | ||
| Semantic Shift Detection | ImageNet-O | 18 | Feb 26, 2026 | ||
| Image Generation | ImageNet 256x256 with FlowDCN | 18 | Feb 26, 2026 | ||
| Image Classification | ImageNet V2 | 18 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K (test) | 18 | Feb 26, 2026 | ||
| Conditional Image Generation | ImageNet 256x256 CFG=1.5 1K (val) | 18 | Feb 26, 2026 | ||
| Machine Unlearning | Imagenette | 18 | Feb 26, 2026 | ||
| Text-to-Image In-Context Learning | T2IFMIT Text-to-Image Fast Mini-ImageNet | 18 | Feb 26, 2026 | ||
| Image Reconstruction | ImageNet-1k 512x512 resolution (val) | 18 | Jun 1, 2026 | ||
| Hierarchical Open-set Classification | SimpleHierImageNet Mixed ID+OOD (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | SimpleHierImageNet OOD (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | SimpleHierImageNet ID (test) | 18 | Feb 26, 2026 | ||
| Conformal Prediction | ImageNet ILSVRC2012 (test) | 18 | Feb 26, 2026 | ||
| OOD Detection | ImageNet Far-OOD | 18 | Feb 26, 2026 | ||
| OOD Detection | TImageNet In-distribution CIFAR100 (test) | 18 | Feb 26, 2026 | ||
| Exemplar-Free Class-Incremental Learning | TinyImageNet (test) | 18 | Feb 26, 2026 | ||
| 5-way cross-domain few-shot classification | mini-ImageNet -> CUB | 18 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 18 | Feb 26, 2026 |