Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1973 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Multi-organ segmentation | Synapse multi-organ CT (val) | 18 | Feb 26, 2026 | ||
| Short Text Clustering | AG News (test) | 18 | Feb 26, 2026 | ||
| Pain Intensity Estimation | UNBC-McMaster | 18 | Feb 26, 2026 | ||
| Speech Enhancement | LRS2 mixed with VGGSound noises (test) | 18 | Feb 26, 2026 | ||
| Speech Enhancement | LRS3 mixed with QUT city-street noises (test) | 18 | Feb 26, 2026 | ||
| Speech Enhancement | LRS3 mixed with VGGSound noises (test) | 18 | Feb 26, 2026 | ||
| Action Recognition | NTU RGB+D Cross-Setup (CSet) 60 & 120 | 18 | Feb 26, 2026 | ||
| Action Recognition | NTU RGB+D 60 & 120 (Cross-Subject (CSub)) | 18 | Feb 26, 2026 | ||
| 5-way Few-Shot Image Classification | tiered-ImageNet 608 classes (test) | 18 | Feb 26, 2026 | ||
| Few-shot Relation Classification | FewRel 2.0 | 18 | Feb 26, 2026 | ||
| Natural Language Generation | SGD (test) | 18 | Feb 26, 2026 | ||
| Language Identification | Language Id. (test) | 18 | Mar 26, 2026 | ||
| POS tagging | ARK-Twitter (test) | 18 | Feb 26, 2026 | ||
| Image Classification | CUB-200-2011 (Birds) | 18 | Apr 1, 2026 | ||
| Knowledge Tracing | EdNet | 18 | Feb 26, 2026 | ||
| Named Entity Recognition | Chinese MSRA (test) | 18 | Feb 26, 2026 | ||
| Neural Architecture Search (Performance Prediction) | NAS-Bench-201 (test) | 18 | Feb 26, 2026 | ||
| Photo to label translation | Cityscapes | 18 | Feb 26, 2026 | ||
| Sleep Staging | Sleep-EDF-SC EEG | 18 | Feb 26, 2026 | ||
| Multi-label Text Classification | AAPD latest (test) | 18 | Feb 26, 2026 | ||
| Attribute Disentanglement | CelebA (test) | 18 | Feb 26, 2026 | ||
| Abstractive Summarization | AESLC | 18 | Feb 27, 2026 | ||
| Image Classification | ImageNet (val) | 18 | Feb 26, 2026 | ||
| Conversation | ReDial (test) | 18 | Feb 26, 2026 | ||
| Classification | miniImagenet (test) | 18 | May 25, 2026 |