Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1644 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Recommendation | Industrial (test) | 20 | Feb 26, 2026 | ||
| Natural Language Inference | ANLI R2 (test) | 20 | Feb 26, 2026 | ||
| Class-incremental learning | ImageNet-A T=10 (test) | 20 | Mar 12, 2026 | ||
| Class-incremental learning | ImageNet-R T=40 (test) | 20 | Mar 12, 2026 | ||
| OOD document detection | BEIR (test) | 20 | Feb 26, 2026 | ||
| Dialogue Agent Interaction | DEMO | 20 | Feb 26, 2026 | ||
| Element Awareness | DEMO | 20 | Feb 26, 2026 | ||
| National Policy Generation | National Policy Generation (test) | 20 | Feb 26, 2026 | ||
| Node Classification | Questions v1 (test) | 20 | Feb 26, 2026 | ||
| Node Classification | Roman-empire v1 (test) | 20 | Feb 26, 2026 | ||
| Temporal Knowledge Graph Reasoning | GDELT (test) | 20 | Feb 26, 2026 | ||
| Large Language Model Inference | Code Assistant | 20 | Feb 26, 2026 | ||
| Factuality Detection | TriviaQA-generated Fact Dataset topic-wise leave-one-out strategy 1.0 | 20 | Feb 26, 2026 | ||
| Claim Verification | FactKG (test) | 20 | Feb 26, 2026 | ||
| Safety | WildChat | 20 | Mar 4, 2026 | ||
| Medical Question Answering | Medical QA Benchmarks (MedQA, MedMCQA, MMLU*, CMB, CMExam, CMMLU*) (test) | 20 | Feb 26, 2026 | ||
| Multilingual Medical Question Answering | MMedBench (test) | 20 | Feb 26, 2026 | ||
| Emotion Classification | 5 Emotion Domains (test) | 20 | Feb 26, 2026 | ||
| Multi-organ segmentation | Synapse 12 scans (val) | 20 | Apr 21, 2026 | ||
| Machine Translation | EC-40 (test) | 20 | Feb 26, 2026 | ||
| Logical Reasoning | LogiQA | 20 | Feb 26, 2026 | ||
| Temporal Grounding | Ego4D-NLQ (test) | 20 | Feb 26, 2026 | ||
| Safety Classification | XSTest (test) | 20 | Jul 7, 2026 | ||
| LLM Safety Defense | MTSA-R3 | 20 | Feb 26, 2026 | ||
| Instruction Following | AlpacaEval Yoruba | 20 | Feb 26, 2026 |