Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1373 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Instruction Following | Alpaca Finance | 22 | Mar 16, 2026 | ||
| Code Search | Code-Search | 22 | Mar 16, 2026 | ||
| Text-to-SQL | Spider | 22 | Mar 16, 2026 | ||
| Multi-hop reasoning | HotpotQA | 22 | Jun 2, 2026 | ||
| Mislabel Detection | CIFAR-100 50% symmetric noise (test) | 22 | Mar 16, 2026 | ||
| Disentanglement | 3DShapes | 22 | Mar 20, 2026 | ||
| Healthcare Diagnostics | Healthcare Diagnostic Tasks | 22 | Mar 13, 2026 | ||
| Organ Segmentation | PET images | 22 | Mar 13, 2026 | ||
| Adversarial Attack | SST-2 | 22 | Mar 12, 2026 | ||
| Adversarial Attack | Amazon | 22 | Mar 12, 2026 | ||
| Adversarial Attack | MR | 22 | May 26, 2026 | ||
| Adversarial Attack | Yahoo | 22 | Mar 12, 2026 | ||
| Adversarial Robustness against Indirect Prompt Injection | AgentDojo Average across attacks | 22 | Mar 12, 2026 | ||
| Adversarial Robustness against Indirect Prompt Injection | AgentDojo ToolKnowledge | 22 | Mar 12, 2026 | ||
| Adversarial Robustness against Indirect Prompt Injection | AgentDojo ImportantMsgs | 22 | Mar 12, 2026 | ||
| Adversarial Robustness against Indirect Prompt Injection | AgentDojo Combined | 22 | Mar 12, 2026 | ||
| Adversarial Robustness against Indirect Prompt Injection | AgentDojo IgnorePrevious | 22 | Mar 12, 2026 | ||
| LLM Agent Task Completion | AgentDojo No Attack | 22 | Mar 12, 2026 | ||
| Multi-talker Automatic Speech Recognition | Libri2Mix Noisy (Eval) | 22 | Mar 31, 2026 | ||
| Confidence Calibration | cleveland | 22 | Mar 12, 2026 | ||
| Confidence Calibration | balance-scale | 22 | Mar 12, 2026 | ||
| Classification | cleveland | 22 | Mar 12, 2026 | ||
| Jailbreaking | Unsafe Prompts | 22 | Mar 12, 2026 | ||
| Image Classification | CIFAR100 | 22 | Mar 12, 2026 | ||
| Image Classification | FGVC-Aircraft few-shot | 22 | Mar 12, 2026 |