Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1269 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Conversational Search | CAsT 19 | 24 | Apr 10, 2026 | ||
| Sentiment Classification | CR (Entire dataset) | 24 | Feb 26, 2026 | ||
| Sentiment Classification | MR | 24 | Feb 26, 2026 | ||
| Image Denoising | Urban100 22 (test) | 24 | Feb 26, 2026 | ||
| Image Denoising | BSD68 41 (test) | 24 | Feb 26, 2026 | ||
| Sentiment Classification | Multilingual Amazon Reviews Corpus (MARC) Chinese (zh) (test) | 24 | Feb 26, 2026 | ||
| Sentiment Classification | Multilingual Amazon Reviews Corpus (MARC) Japanese (ja) (test) | 24 | Feb 26, 2026 | ||
| Sentiment Classification | Multilingual Amazon Reviews Corpus (MARC) French (fr) (test) | 24 | Feb 26, 2026 | ||
| Sentiment Classification | Multilingual Amazon Reviews Corpus (MARC) Spanish (es) (test) | 24 | Feb 26, 2026 | ||
| Sentiment Classification | Multilingual Amazon Reviews Corpus (MARC) English (en) (test) | 24 | Feb 26, 2026 | ||
| Sentiment Classification | Multilingual Amazon Reviews Corpus (MARC) German (de) (test) | 24 | Feb 26, 2026 | ||
| No-Reference Point Cloud Quality Assessment | SJTU-PCQA | 24 | Feb 26, 2026 | ||
| Fluorescence Image Restoration | Synthetic Phantom Shapes (test) | 24 | Feb 26, 2026 | ||
| Model Inversion Attack | CelebA (private) and FFHQ (public) (test) | 24 | Feb 27, 2026 | ||
| Adversarial Text Detection | AG News | 24 | Feb 26, 2026 | ||
| Adversarial Text Detection | IMDB (test) | 24 | Feb 26, 2026 | ||
| Hierarchical Text Classification | DBpedia Depth 3 | 24 | May 18, 2026 | ||
| Summarization | MultiNews (test) | 24 | Feb 26, 2026 | ||
| Semantic Similarity | Semantic Similarity Cross-lingual XL | 24 | Feb 26, 2026 | ||
| Semantic Role Labeling | CoNLL 2005 (WSJ (in-domain)) | 24 | Feb 26, 2026 | ||
| Dialogue-level dependency parsing | CDDT (test) | 24 | Feb 26, 2026 | ||
| Natural Language Understanding | AdvGLUE | 24 | Jun 29, 2026 | ||
| Reinforcement Learning | MuJoCo Ant | 24 | Mar 12, 2026 | ||
| Reinforcement Learning | MuJoCo Hopper | 24 | Mar 12, 2026 | ||
| Document Retrieval | MS MARCO Document (dev) | 24 | Feb 26, 2026 |