Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1974 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Action Recognition | UCF101 half classes (test) | 18 | Feb 26, 2026 | ||
| Text Generation | WebNLG seen categories (test) | 18 | Feb 26, 2026 | ||
| Graph-to-text generation | WebNLG (test) | 18 | Feb 27, 2026 | ||
| 2-way 5-shot classification | CelebA attributes (downstream) | 18 | Feb 26, 2026 | ||
| Regression | QM9 | 18 | May 12, 2026 | ||
| Full-image colorization | COCO-Stuff (val) | 18 | Feb 26, 2026 | ||
| Inter-Turn Relation Prediction | CMV QR data | 18 | Feb 26, 2026 | ||
| Phrase Grounding | Flickr30k (test) | 18 | Feb 26, 2026 | ||
| Document Classification | Tobacco small-3482 | 18 | Feb 26, 2026 | ||
| MRI Reconstruction | fastMRI Brain (test) | 18 | Jun 1, 2026 | ||
| Extractive Summarization | CNN/DM (test) | 18 | Feb 26, 2026 | ||
| Video Object Detection | UAVDT (test) | 18 | Feb 26, 2026 | ||
| Cuboid Autolabeling | KITTI Easy | 18 | Feb 26, 2026 | ||
| Few-shot classification | Traffic Signs Meta-Dataset 1.0 (test) | 18 | Feb 26, 2026 | ||
| Lip-reading | GRID (test) | 18 | Feb 26, 2026 | ||
| Face Anti-Spoofing | MSU-MFSD | 18 | Mar 4, 2026 | ||
| Face Anti-Spoofing | CASIA-MFSD | 18 | Mar 4, 2026 | ||
| Fine-grained classification | Aircraft 1.0 (test) | 18 | Feb 26, 2026 | ||
| Object Pose Estimation | LINEMOD (test) | 18 | Feb 26, 2026 | ||
| Talking Face Generation | LRS2 (test) | 18 | Feb 26, 2026 | ||
| Graph Similarity Search | AIDS (test) | 18 | Feb 26, 2026 | ||
| Scene Recognition | MIT Indoor 67 | 18 | Feb 26, 2026 | ||
| Map extraction | Singapore regions (test) | 18 | Feb 26, 2026 | ||
| Map extraction | Shanghai regions (test) | 18 | Feb 26, 2026 | ||
| Map extraction | Porto regions (test) | 18 | Feb 26, 2026 |