Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 258 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Multi-Hop Question Answering | Multi-Hop QA (HotpotQA, 2Wiki, Musique, Bamboogle) | 64 | Jun 11, 2026 | ||
| General Knowledge Reasoning | MMLU-CF | 64 | Apr 20, 2026 | ||
| Theory of Mind | HiToM | 64 | May 28, 2026 | ||
| Medical Visual Question Answering | OmniMedVQA (test) | 64 | Jun 26, 2026 | ||
| Misinformation Detection | AMTCele | 64 | Feb 26, 2026 | ||
| Semantic Grounding | ADE20k | 64 | Feb 26, 2026 | ||
| Continual Learning | Camelyon-TCGA | 64 | Feb 26, 2026 | ||
| 3D Spatial Reasoning | 3DSRBench | 64 | Jul 7, 2026 | ||
| OCR-related Understanding Tasks | TextVQA (val) | 64 | Apr 20, 2026 | ||
| Preference Evaluation | AlpacaEval 2 | 64 | Jun 9, 2026 | ||
| Jailbreak Attack | Advbench subset | 64 | May 26, 2026 | ||
| Surface Normal Estimation | PASCAL Context | 64 | Jun 16, 2026 | ||
| Saliency Detection | PASCAL Context | 64 | Jun 16, 2026 | ||
| Text-to-Image Generation | MS COCO zero-shot | 64 | Mar 31, 2026 | ||
| Social Bias Evaluation | FairFace | 64 | Jul 2, 2026 | ||
| Dataset Distillation | ImageNet 1K (val) | 64 | Feb 26, 2026 | ||
| Mortality prediction | MIMIC-IV (test) | 64 | Apr 21, 2026 | ||
| Class-Incremental Learning | CUB200 | 64 | May 28, 2026 | ||
| Tabular Data Synthesis Fidelity | texture | 64 | Feb 26, 2026 | ||
| Video Recognition | SS v2 | 64 | May 28, 2026 | ||
| Image Classification | 10 fine-grained recognition datasets (Aircraft, Caltech, Cars, DTD, EuroSAT, Flower, Food101, Pets, SUN397, UCF101) (test) | 64 | May 6, 2026 | ||
| Image Compression | Tecnick | 64 | Jun 23, 2026 | ||
| Survival Prediction | LUAD | 64 | Jun 24, 2026 | ||
| Sequence Classification | MASSIVE | 64 | Feb 26, 2026 | ||
| Sequence Classification | ATIS | 64 | Feb 26, 2026 |