Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1608 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Controllable robustness curve prediction | SW networks TDA condition | 20 | Mar 4, 2026 | ||
| Controllable robustness curve prediction | SF networks TDA condition | 20 | Mar 4, 2026 | ||
| Chatbot evaluation | AI Barometer Estonian Chatbot Arena 19.02.2026 | 20 | Mar 4, 2026 | ||
| Localization | M3ED (test) | 20 | Mar 4, 2026 | ||
| Text Classification | CivilComments (16 groups) | 20 | Mar 4, 2026 | ||
| Image Classification | ColorMNIST (ρ = 80%) (test) | 20 | Mar 4, 2026 | ||
| Point-cloud reconstruction | ScanNet | 20 | May 15, 2026 | ||
| Reverse | Reverse OOD lengths: 1.5x, 2x, 4x, 8x | 20 | Mar 4, 2026 | ||
| Global prediction performance | MNIST | 20 | Mar 4, 2026 | ||
| Image Classification | FMNIST | 20 | Mar 4, 2026 | ||
| Medical Visual Question Answering | VQA-Med 2019 | 20 | Mar 4, 2026 | ||
| Medical Visual Question Answering | OMVQA-3k | 20 | Mar 4, 2026 | ||
| Probabilistic forecasting | Shenzhen (Step 6) | 20 | Jun 30, 2026 | ||
| Time Series Classification | UCR Archive (test) | 20 | May 26, 2026 | ||
| Survival Prediction | TCGA-LGG | 20 | Jun 11, 2026 | ||
| Causal Treatment Effect Estimation | Cancer Treatment Simulation (gamma_c=0, gamma_r=5) (test) | 20 | Mar 4, 2026 | ||
| Causal Treatment Effect Estimation | Cancer Treatment Simulation (gamma_c=5, gamma_r=0) (test) | 20 | Mar 4, 2026 | ||
| Causal Treatment Effect Estimation | Cancer Treatment Simulation (gamma_c=5, gamma_r=5) (test) | 20 | Mar 4, 2026 | ||
| Anomaly Detection | UniMed | 20 | Mar 4, 2026 | ||
| Multilingual Reasoning | M-IMO | 20 | Mar 4, 2026 | ||
| 3D Human Pose Estimation | Human3.6M GT | 20 | Mar 4, 2026 | ||
| Few-Shot Class-Incremental Learning | ImageNet mini | 20 | May 12, 2026 | ||
| Expert-level Multimodal Understanding | MMMU-Pro | 20 | May 27, 2026 | ||
| Helpfulness | HHH | 20 | Mar 4, 2026 | ||
| Helpfulness | GSM8k | 20 | Mar 4, 2026 |