Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1882 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Regression | Burgers' dataset (test) | 18 | Mar 10, 2026 | ||
| Regression | Burgers' dataset (train) | 18 | Mar 10, 2026 | ||
| Multi-Agent Rock Sample (POMDP) | MARS 20, 20 | 18 | Mar 10, 2026 | ||
| Speech Enhancement | VCTK Accelerometer 12-bit, 4-16 kHz upsampling (test) | 18 | Mar 10, 2026 | ||
| Speech Enhancement | VCTK Vibration sensor 12-bit, 4-16 kHz upsampling (test) | 18 | Mar 10, 2026 | ||
| Video Multimodal Evaluation | Video-MME | 18 | Jul 3, 2026 | ||
| Video Question Answering | EgoSchema 3 min (test) | 18 | Mar 10, 2026 | ||
| Visual Search | V-star | 18 | Jun 18, 2026 | ||
| Image Denoising | McMaster | 18 | Mar 9, 2026 | ||
| Text-to-Image Generation | DSG benchmark | 18 | Mar 9, 2026 | ||
| Machinery Fault Diagnosis | CWRUBearing Normal Data | 18 | Mar 9, 2026 | ||
| Machinery Fault Diagnosis | TFF (Three-Phase Flow Facility) Normal Data | 18 | Mar 9, 2026 | ||
| Attribution Evaluation | ImageNet (val) | 18 | Apr 8, 2026 | ||
| E-commerce Shopping Assistance | SmartShopBench 1.0 (test 120 queries) | 18 | Mar 9, 2026 | ||
| Open-loop Autonomous Driving | Navsim V1 | 18 | Mar 9, 2026 | ||
| Robotic Strawberry Harvesting | Real-world strawberry harvesting environment | 18 | Mar 9, 2026 | ||
| infrastructure improvement proposal | Mapillary (test) | 18 | Mar 9, 2026 | ||
| infrastructure improvement proposal | Mapillary (val) | 18 | Mar 9, 2026 | ||
| Two-view reconstruction | Matterport3D (test) | 18 | Mar 9, 2026 | ||
| Factual Question Answering | Factual Category Average (test) | 18 | Mar 9, 2026 | ||
| Code Generation | Code Category Average (test) | 18 | Mar 9, 2026 | ||
| Mathematical Reasoning | Math Category Average (test) | 18 | Mar 9, 2026 | ||
| Multi-label Classification | ImageNet Seg | 18 | Mar 9, 2026 | ||
| Multi-label Classification | ImageNet ReaL | 18 | Mar 9, 2026 | ||
| Salary Prediction | NBA forecasting 2024 | 18 | Mar 9, 2026 |