Research
Benchmarks for “image classification”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
9,842 benchmarksPage 153 of 394
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | Flowers102 5-way 5-shot (test) | 13 | Feb 26, 2026 | ||
| Image Classification | Caltech256 5-way 5-shot (test) | 13 | Feb 26, 2026 | ||
| Image Classification | Food101 5-way 2-shot | 13 | Feb 26, 2026 | ||
| Image Classification | Oxford-IIIT Pet 5-way 2-shot | 13 | Feb 26, 2026 | ||
| Image Classification | Stanford Cars 5-way 2-shot | 13 | Feb 26, 2026 | ||
| Image Classification | Stanford Dogs 5-way 2-shot | 13 | Feb 26, 2026 | ||
| Image Classification | Flowers102 5-way 2-shot | 13 | Feb 26, 2026 | ||
| Image Classification | Caltech256 5-way 2-shot | 13 | Feb 26, 2026 | ||
| Encrypted Image Classification | CIFAR-10 | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Distribution II: Quantity Skew (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Distribution I: Label Scarcity (test) | 13 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 13 | Feb 26, 2026 | ||
| Image Classification | Remote Sensing Domain Suite (UCM, AID, RSICD, WHURS19, PatternNet, NWPU) Few-shot evaluation | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10, CIFAR-100, & TinyImageNet Aggregate | 13 | Feb 26, 2026 | ||
| Image Classification | DTD | 13 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 standard (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 FedAvg with 50 clients, beta=5 non-IID (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 FedAvg with 50 clients, beta=0.5 non-IID (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 FedAvg with 50 clients, beta=0.1 non-IID (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Centralized original (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 13 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 13 | Feb 26, 2026 | ||
| Image Classification | ImageNet single-crop (val) | 13 | Feb 26, 2026 | ||
| Image Classification | Car | 13 | Feb 26, 2026 |