Research
Benchmarks for “imagenet”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
4,762 benchmarksPage 184 of 191
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Backdoor Attack Defense | ImageNet HTBA (val) | 2 | Feb 26, 2026 | ||
| Targeted Poisoning Defense | CC3M + ImageNet (val) | 2 | Feb 26, 2026 | ||
| Generalized Category Discovery | ImageNet 1K ILSVRC 2012 (unlabelled) | 2 | Feb 26, 2026 | ||
| Image Classification | Tiny ImageNet | 2 | Feb 26, 2026 | ||
| Mask Generation | ImageNet | 2 | Feb 26, 2026 | ||
| Object Segmentation | Occluded-PartImageNet 20%-40% occlusion v1 (test) | 2 | Feb 26, 2026 | ||
| Part Segmentation | Occluded-PartImageNet 20%-40% occlusion v1 (test) | 2 | Feb 26, 2026 | ||
| Image Classification | ImageNet (test) | 2 | Feb 26, 2026 | ||
| Image Classification | NATS-Bench ImageNet-16-120 1.0 (test) | 2 | Feb 26, 2026 | ||
| Image Classification | NATS-Bench ImageNet-16-120 1.0 (val) | 2 | Feb 26, 2026 | ||
| Many-shot Classification | mini-ImageNet (test) | 2 | Feb 26, 2026 | ||
| Cross-domain prompts generalization | ImageNet-R | 2 | Feb 26, 2026 | ||
| Cross-domain prompts generalization | ImageNet-A | 2 | Feb 26, 2026 | ||
| Cross-domain prompts generalization | ImageNet Sketch | 2 | Feb 26, 2026 | ||
| Cross-domain prompts generalization | ImageNet V2 | 2 | Feb 26, 2026 | ||
| Unseen prompt generalization | ImageNet | 2 | Feb 26, 2026 | ||
| Image Classification | Split-ImageNet 10-tasks (test) | 2 | Feb 26, 2026 | ||
| Image Generation | ImageNet-LT (50k samples) | 2 | Feb 26, 2026 | ||
| Out-of-distribution Detection | ImageNet-O (val) | 2 | Feb 26, 2026 | ||
| Robustness Evaluation | ImageNet-A (val) | 2 | Feb 26, 2026 | ||
| Neural Architecture Search | NATS-Bench-SSS ImageNet-16-120 (test) | 2 | Feb 26, 2026 | ||
| Anomaly Detection | ImageNet-30 (one vs. rest) | 2 | Feb 26, 2026 | ||
| Out-of-Distribution Detection | ImageNet-R | 2 | Feb 26, 2026 | ||
| Image Classification | ImageNet1K error-free labels (test) | 2 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | ImageNet-S (test) | 2 | Feb 26, 2026 |