Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1558 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Classification | Weather (OOD) | 20 | May 21, 2026 | ||
| Time Series Forecasting | munichCarbon | 20 | May 21, 2026 | ||
| Guided Flow Matching | Synthetic Dataset 10k samples 2-dimensional Mixture of Gaussians | 20 | May 21, 2026 | ||
| Multimodal Classification | TimeCAP Weather, Finance, and Healthcare (average) | 20 | May 21, 2026 | ||
| Continuous-Time Dynamics Estimation | Synthetic Arch first snapshot as initial state | 20 | May 21, 2026 | ||
| Continuous-Time Dynamics Estimation | Synthetic Y-shaped first snapshot as initial state | 20 | May 21, 2026 | ||
| Spatial Reasoning | SPBench MV | 20 | Jun 18, 2026 | ||
| Camera Motion Captioning | CameraBench | 20 | May 20, 2026 | ||
| Generative Modeling | Gumbel + Gaussian Median across all configurations 480 values per cell | 20 | May 20, 2026 | ||
| Flow Matching | Gumbel + Gaussian (alpha=2.0) | 20 | May 20, 2026 | ||
| Flow Matching | Gumbel + Gaussian alpha=1.5 | 20 | May 20, 2026 | ||
| Creative Generation | CreaCOF | 20 | May 20, 2026 | ||
| LLM Utility Evaluation | LIMA original and rewritten variants (fine-tuning) | 20 | May 20, 2026 | ||
| Generative Modeling | IEEE 14-bus AC 68-dim (test) | 20 | May 20, 2026 | ||
| Reading Comprehension | SQuAD v2 | 20 | Jun 2, 2026 | ||
| Traffic flow forecasting | LargeST GBA original (test) | 20 | May 20, 2026 | ||
| Traffic flow forecasting | LargeST SD original (test) | 20 | May 20, 2026 | ||
| Table Retrieval | Spider Lite 2.0 (test) | 20 | May 20, 2026 | ||
| Table Retrieval | BIRD union (test) | 20 | May 20, 2026 | ||
| Table Retrieval | Spider union (test) | 20 | May 20, 2026 | ||
| Text-to-Image Generation | FLUX.1 1024x1024 resolution (dev) | 20 | May 19, 2026 | ||
| Anomaly Detection | SMD | 20 | May 19, 2026 | ||
| Hallucination Evaluation | CRC-100K | 20 | May 19, 2026 | ||
| Prompt Robustness Evaluation | CRC-100K | 20 | May 19, 2026 | ||
| Physical plausibility evaluation | VideoPhy Hard 2 | 20 | May 28, 2026 |