Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1708 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Multi-label Classification | AID Random SPML noise (test) | 19 | Apr 28, 2026 | ||
| Multi-label Classification | reBEN Random 1.0 (test) | 19 | Apr 28, 2026 | ||
| Multi-label Classification | AID-Manual (test) | 19 | Apr 28, 2026 | ||
| Out-of-Distribution Detection | ImageNet OOD Average (test) | 19 | Apr 28, 2026 | ||
| Out-of-Distribution Detection | ImageNet (ID) vs NINCO (OOD) (test) | 19 | Apr 28, 2026 | ||
| Text-to-Image Generation | OCR prompt set | 19 | Jun 30, 2026 | ||
| Text-to-text Retrieval | MMDocRAG (test) | 19 | Apr 28, 2026 | ||
| Target-region R2 prediction | farseer scaling law instances | 19 | Apr 27, 2026 | ||
| Target-region R2 prediction | Sparsity Scaling Law Instances | 19 | Apr 27, 2026 | ||
| Target-region R2 prediction | data con scaling law instances | 19 | Apr 27, 2026 | ||
| Target-region R2 prediction | moe scaling law instances | 19 | Apr 27, 2026 | ||
| Target-region R2 prediction | parallel scaling law instances | 19 | Apr 27, 2026 | ||
| Target-region R2 prediction | vocab scaling law instances | 19 | Apr 27, 2026 | ||
| Target-region R2 prediction | domain scaling law instances | 19 | Apr 27, 2026 | ||
| Multi-image Grounding | MIG-Bench 1.0 (full) | 19 | Apr 27, 2026 | ||
| Continual Language Modeling | HOPE 8-domain, clean-regime 256M (3 seeds) | 19 | Apr 27, 2026 | ||
| Conditional Image Generation | CIFAR-10 conditional | 19 | Apr 27, 2026 | ||
| Machine Unlearning | Enron + News (50% forget set) | 19 | Apr 27, 2026 | ||
| 3D Human Mesh Recovery | CMU-Panoptic | 19 | Jun 16, 2026 | ||
| Manipulation | OGBench cube-triple-play | 19 | May 21, 2026 | ||
| Caption-to-molecule generation | ChEBI-20 | 19 | Apr 29, 2026 | ||
| Step-level reasoning verification | SciQA | 19 | Apr 23, 2026 | ||
| Step-level reasoning verification | StrQA | 19 | Apr 23, 2026 | ||
| Step-level reasoning verification | Calendar | 19 | Apr 23, 2026 | ||
| Step-level reasoning verification | Meetings | 19 | Apr 23, 2026 |