Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1259 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Infrared Small Target Detection | Average (SIRST, NUDT-SIRST, IRSTD-1K) Combined (test) | 24 | Feb 26, 2026 | ||
| Infrared Small Target Detection | SIRST (test) | 24 | Feb 26, 2026 | ||
| Task Predictive Performance | MNIST-Add-Incomp (test) | 24 | Feb 26, 2026 | ||
| Graph Classification | Mutagenicity (density-based split (M0, M1, M2, M3)) | 24 | Feb 26, 2026 | ||
| Machine Translation | WMT14 DE-EN | 24 | Apr 8, 2026 | ||
| Attributed Graph Clustering | Physics | 24 | May 28, 2026 | ||
| Lensless Image Reconstruction | PhlatCam (test) | 24 | Jun 16, 2026 | ||
| Video Depth Estimation | VDW (test) | 24 | Feb 26, 2026 | ||
| Multi-image reasoning | Muirbench (test) | 24 | Feb 26, 2026 | ||
| Mathematical Reasoning | MATH | 24 | Feb 26, 2026 | ||
| Zero-shot performance evaluation | HellaSwag, BoolQ, WinoGrande, PiQA, ARC-easy, and ARC-challenge Zero-shot LM Eval Harness | 24 | Feb 26, 2026 | ||
| Node Classification | Actor (random splits) | 24 | Feb 26, 2026 | ||
| Cause discovery for incorrect predictions | CUB-200-2011 | 24 | Feb 26, 2026 | ||
| HDR Image Quality Assessment | Weighted Avg | 24 | Feb 26, 2026 | ||
| HDR Image Quality Assessment | UPIQ HDR image | 24 | Feb 26, 2026 | ||
| HDR Image Quality Assessment | UPIQ | 24 | Feb 26, 2026 | ||
| HDR Image Quality Assessment | Zerman 2017 | 24 | Feb 26, 2026 | ||
| HDR Image Quality Assessment | Valenzise 2014 | 24 | Feb 26, 2026 | ||
| HDR Image Quality Assessment | Narwaria 2013 (test) | 24 | Feb 26, 2026 | ||
| Action Recognition | EK100 | 24 | Feb 26, 2026 | ||
| Dialogue State Tracking | SGD | 24 | Apr 15, 2026 | ||
| Survival Prediction | LUSC | 24 | Apr 9, 2026 | ||
| Object Detection | MSAR AP'12 protocol (test) | 24 | Feb 26, 2026 | ||
| Object Detection | MSAR AP'07 protocol (test) | 24 | Feb 26, 2026 | ||
| Mathematical Reasoning | GSM8K 10 (test) | 24 | Feb 26, 2026 |