Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 219 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Open-loop planning | nuScenes v1.0 (val) | 71 | Apr 6, 2026 | ||
| Affine-invariant depth estimation | ETH3D | 71 | Jun 30, 2026 | ||
| Affine-invariant depth estimation | NYU v2 | 71 | Jun 30, 2026 | ||
| Vision-Language Tracking | TNL2K (test) | 71 | Jun 30, 2026 | ||
| Visual Question Answering | VQA v2 | 71 | Mar 4, 2026 | ||
| Out-of-Distribution Detection | ImageNet-1K OOD Average | 71 | Apr 24, 2026 | ||
| Open-Vocabulary Object Detection | OV-LVIS | 71 | May 28, 2026 | ||
| Base-to-New Generalization | UCF101 | 71 | Mar 19, 2026 | ||
| Semantic Segmentation | SemanticKITTI v1.0 (test) | 71 | Feb 26, 2026 | ||
| Visual Instruction Following | LLaVA-Bench Wild | 71 | May 19, 2026 | ||
| Reranking | MS MARCO (dev) | 71 | Feb 26, 2026 | ||
| RGB-T Salient Object Detection | VT1000 | 71 | Jul 1, 2026 | ||
| RGB-T Salient Object Detection | VT821 | 71 | Jul 1, 2026 | ||
| Traveling Salesman Problem | TSP-1000 (test) | 71 | Jun 18, 2026 | ||
| Skin Lesion Segmentation | PH2 (test) | 71 | Jun 18, 2026 | ||
| Named Entity Recognition | MIT Movie | 71 | Apr 20, 2026 | ||
| Univariate long-term forecasting | ETTh2 Univariate (test) | 71 | Feb 26, 2026 | ||
| Univariate long-term forecasting | ETTh1 Univariate (test) | 71 | Feb 26, 2026 | ||
| Action Classification | Kinetics 400 | 71 | May 12, 2026 | ||
| Physical Commonsense Reasoning | PIQA (test) | 71 | Jun 4, 2026 | ||
| Image Classification | MNIST | 71 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC 2012 | 71 | Jul 7, 2026 | ||
| Time Series Classification | UWaveGestureLibrary | 71 | Mar 13, 2026 | ||
| Out-of-distribution detection | CIFAR100 (ID) vs SVHN (OOD) (test) | 71 | Jul 9, 2026 | ||
| Multiple Choice Question Answering | ARC Challenge (test) | 71 | Jun 12, 2026 |