Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1033 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | ImageNet-Adversarial (val) | 27 | Feb 26, 2026 | ||
| OOD Detection | Texture OOD ImageNet-1k ID (test) | 27 | Apr 20, 2026 | ||
| Image Classification | ImageNet | 27 | Feb 26, 2026 | ||
| Triple Extraction | WebNLG+ 2020 (test) | 27 | Feb 26, 2026 | ||
| Natural Language Inference | QNLI (test) | 27 | Feb 26, 2026 | ||
| Single object video segmentation | SegTrack v2 (val) | 27 | Feb 26, 2026 | ||
| Optical Flow | MPI Sintel (test) | 27 | Feb 26, 2026 | ||
| Anomaly Detection | KSDD2 | 27 | Jun 16, 2026 | ||
| Question Answering | MedQA USMLE | 27 | May 12, 2026 | ||
| Offline Reinforcement Learning | antmaze medium-diverse | 27 | May 29, 2026 | ||
| Offline Reinforcement Learning | halfcheetah medium v2 | 27 | Mar 18, 2026 | ||
| Multi-view Multi-person Tracking | WILDTRACK | 27 | Mar 18, 2026 | ||
| Action Recognition | HMDB51 (fine-tuning) | 27 | Feb 26, 2026 | ||
| Hypergraph Node Classification | NTU 2012 (test) | 27 | Apr 14, 2026 | ||
| Hypergraph Node Classification | ModelNet40 (test) | 27 | Apr 14, 2026 | ||
| Object Detection | Object CXR (test) | 27 | Feb 27, 2026 | ||
| Source-free Domain Adaptation | VisDA (test) | 27 | Apr 21, 2026 | ||
| Temporal Knowledge Graph Reasoning | YAGO (test) | 27 | Feb 26, 2026 | ||
| 4D Panoptic Segmentation | SemanticKITTI (test) | 27 | Feb 26, 2026 | ||
| Continual Learning | CW10 (sequence) | 27 | Mar 4, 2026 | ||
| Object Detection | MS-COCO 20 novel VOC classes | 27 | Feb 26, 2026 | ||
| OOD Detection | CIFAR-10 (test) | 27 | Feb 26, 2026 | ||
| Out-of-Distribution Detection | CIFAR-100 (test) | 27 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 27 | Mar 12, 2026 | ||
| Medical Image Segmentation | HAM10000 | 27 | Feb 26, 2026 |