Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1679 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 3D skeleton-based action recognition | SYSU CS | 20 | Feb 26, 2026 | ||
| Node Embedding Learning | PPI | 20 | Feb 26, 2026 | ||
| Open Information Extraction | Re-OIE 2016 (test) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal-VOC (Unseen) | 20 | Feb 26, 2026 | ||
| Semantic Image Synthesis | ADE20K (test) | 20 | Feb 26, 2026 | ||
| Action Detection | AVA v2.2 (test) | 20 | Feb 26, 2026 | ||
| Video Quality Assessment | LIVE-Qualcomm | 20 | Feb 26, 2026 | ||
| Action Recognition | UWA3D Cross-View Evaluation | 20 | Feb 26, 2026 | ||
| Discriminative Attribute Identification | Semeval Task 10 2018 | 20 | Feb 26, 2026 | ||
| Facial Expression Recognition | AFEW 8.0 (test) | 20 | Feb 26, 2026 | ||
| Image Cropping | FLMS | 20 | May 14, 2026 | ||
| Image Captioning | MS-COCO (val) | 20 | Jun 4, 2026 | ||
| Generalized Few-Shot Learning | miniImageNet GFSL | 20 | Feb 27, 2026 | ||
| Horizontal Object Detection | DOTA v1.0 (test) | 20 | Feb 26, 2026 | ||
| Near-duplicate video retrieval | CC_WEB_VIDEO Cleaned (c) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | Mapillary Vistas 7 classes (val) | 20 | Feb 26, 2026 | ||
| Few-shot Image Classification | miniImageNet (novel classes) | 20 | Feb 26, 2026 | ||
| Multivariate Time Series Classification | 35 multivariate time series datasets (test) | 20 | Feb 26, 2026 | ||
| Blind Image Quality Assessment | LIVE Challenge | 20 | Feb 26, 2026 | ||
| Incremental Image Classification | Celeb-10000 | 20 | Feb 26, 2026 | ||
| Unknown Intent Detection | ATIS (test) | 20 | Feb 26, 2026 | ||
| Multimodal Sentiment Analysis | CMU-MOSI Unaligned (test) | 20 | Apr 21, 2026 | ||
| Traffic Speed Forecasting | METR-LA 60 min (test) | 20 | Jun 12, 2026 | ||
| Language Modeling | WikiText-2 v1 (val) | 20 | Mar 11, 2026 | ||
| Face Recognition | LFW (test) | 20 | Feb 26, 2026 |