Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1323 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Pascal VOC 1 2 labeled 2012 (train) | 23 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 1/4 labeled 2012 (train) | 23 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 1/8 labeled 2012 (train) | 23 | Feb 26, 2026 | ||
| Offline multitask Reinforcement Learning | Franka Kitchen kitchen-mixed | 23 | Feb 26, 2026 | ||
| Object detection | SARDet-100K | 23 | May 18, 2026 | ||
| Anomaly detection | 23 | Feb 26, 2026 | |||
| Anomaly detection | ACM | 23 | Feb 26, 2026 | ||
| Anomaly detection | CiteSeer | 23 | Feb 26, 2026 | ||
| Math reasoning | Math Reasoning Tasks (MultiArith, GSM8K, AddSub, AQUA, SingleEq, SVAMP, MAWPS) (test) | 23 | Apr 21, 2026 | ||
| Music-to-Dance Generation | AIST++ (test) | 23 | Jun 24, 2026 | ||
| Time-series Classification | EigenWorms | 23 | May 4, 2026 | ||
| Classification | SkinCancer | 23 | Mar 12, 2026 | ||
| Image Deepfake Detection | WDF | 23 | May 15, 2026 | ||
| Image-to-Text Retrieval | SV-1k | 23 | Feb 26, 2026 | ||
| Entity-Level Financial Sentiment Analysis | EFSA | 23 | Feb 26, 2026 | ||
| Time Series Imputation | Electricity (test) | 23 | Jul 9, 2026 | ||
| Image Classification | ImageNet In-Distribution (test) | 23 | Feb 26, 2026 | ||
| Trajectory User Link | WeePlace | 23 | Feb 26, 2026 | ||
| LLM Alignment | HH-RLHF (test) | 23 | Apr 28, 2026 | ||
| Compositional Reasoning | Compositional Reasoning Suite Aggregated | 23 | Apr 10, 2026 | ||
| Multimodal Reasoning | MMT-Bench | 23 | Feb 26, 2026 | ||
| Quantization | OPT v1 (train) | 23 | Feb 26, 2026 | ||
| Reading Comprehension | TriviaQA | 23 | Jun 12, 2026 | ||
| Natural Language Inference | MultiNLI | 23 | May 27, 2026 | ||
| Long-range Multivariate Time Series Forecasting | Electricity | 23 | Mar 19, 2026 |