Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2078 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Referring Video Object Segmentation | A2D-S (test) | 17 | Feb 26, 2026 | ||
| Emotion Classification | IEMOCAP 4-way (test) | 17 | Feb 26, 2026 | ||
| Dynamic Node Classification | MOOC standard (test) | 17 | May 26, 2026 | ||
| 3D Shape Reconstruction | OmniObject3D | 17 | Feb 26, 2026 | ||
| Multivariate Time Series Forecasting | ETTH1 FL=720 | 17 | Mar 24, 2026 | ||
| Multivariate Time Series Forecasting | ETTH1 FL=336 | 17 | Mar 24, 2026 | ||
| Video label propagation | JHMDB (val) | 17 | Feb 26, 2026 | ||
| Face Verification | IJCB Efficient Face Recognition Competition Global Ranking 2023 | 17 | Feb 26, 2026 | ||
| Passage Retrieval | MS MARCO (dev) | 17 | Feb 26, 2026 | ||
| Summarization | BigPatent (test) | 17 | Apr 14, 2026 | ||
| Near-Duplicate Video Retrieval | CC_WEB_VIDEO original and cleaned (full dataset) | 17 | Feb 26, 2026 | ||
| Acoustic Scene Classification | CochlScene | 17 | Mar 31, 2026 | ||
| Speech-to-Text Translation | CoVoST2 zh-en | 17 | Jun 4, 2026 | ||
| Code Generation | MultiPL-E HumanEval translated from Python | 17 | Feb 26, 2026 | ||
| Text-to-Image Person Retrieval | RSTPReid (test) | 17 | Apr 30, 2026 | ||
| Unsupervised Video Object Segmentation | FBMS 59 (test) | 17 | Feb 26, 2026 | ||
| Image Quality Assessment | QBench (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | RGB-Event (test) | 17 | Feb 26, 2026 | ||
| Node classification | ogbproteins | 17 | Feb 26, 2026 | ||
| Node classification | ogbarxiv | 17 | Feb 26, 2026 | ||
| CTR Prediction | ML-tag (test) | 17 | Feb 26, 2026 | ||
| CTR Prediction | Malware (test) | 17 | Feb 26, 2026 | ||
| Class Conditional Image Generation | ImageNet 256x256 1k (train val) | 17 | Feb 26, 2026 | ||
| Traveling Salesman Problem | TSP-10000 (test) | 17 | Feb 26, 2026 | ||
| Human Pose Estimation | MPII (val) | 17 | Feb 26, 2026 |