Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2226 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|
| Few-Shot Class Incremental Learning | CICIDS 2017 | computer visiontabular time series |
| 16 | Mar 5, 2026 |
|---|
| Few-Shot Class Incremental Learning | Obesity | computer visiontabular time series |
| 16 | Mar 5, 2026 |
|---|
| Few-Shot Class Incremental Learning | ACI-IoT 2023 | computer visiontabular time series |
| 16 | Mar 5, 2026 |
|---|
| NIR to RGB Translation | RST-1M (test) | computer visionimage generation editing |
| 16 | Mar 5, 2026 |
|---|
| Interactive Recommendation | KuaiRand Pure | tabular time series |
| 16 | Mar 5, 2026 |
|---|
| Compositional Zero-Shot Learning | MIT-States open-vocabulary | computer visionnlp |
| 16 | Mar 5, 2026 |
|---|
| Object Detection | RUOD | computer vision |
| 16 | May 29, 2026 |
|---|
| Chart Question Answering | ChartQAPro 67% held-out (test) | computer visionnlp |
| 16 | Mar 5, 2026 |
|---|
| Knowledge Graph Factuality Evaluation | FActScore | graphnlp |
| 16 | Mar 5, 2026 |
|---|
| Speech separation | WHAMR! 2-speaker (test) | speech audio |
| 16 | Mar 5, 2026 |
|---|
| Out-of-Distribution Segmentation | nuScenes | computer vision |
| 16 | Apr 28, 2026 |
|---|
| Video pointmap evaluation | GMU | 3d vision geometry |
| 16 | Mar 5, 2026 |
|---|
| Heterogeneous Coordination | SLH | robotics embodied ai |
| 16 | Mar 5, 2026 |
|---|
| Heterogeneous Coordination | SCT | robotics embodied ai |
| 16 | Mar 5, 2026 |
|---|
| Heterogeneous Coordination | OSP | robotics embodied ai |
| 16 | Mar 5, 2026 |
|---|
| Language Modeling | FineWeb-EDU (train) | nlp |
| 16 | Apr 21, 2026 |
|---|
| Functional Group Reasoning (Numeric Regression) | FGBench Comparison | bio medicaltabular time series |
| 16 | Mar 5, 2026 |
|---|
| Functional Group Reasoning (Binary Classification) | FGBench Comparison | bio medicalnlp |
| 16 | Mar 5, 2026 |
|---|
| Functional Group Reasoning (Numeric Regression) | FGBench Interaction | bio medicaltabular time series |
| 16 | Mar 5, 2026 |
|---|
| Functional Group Reasoning (Binary Classification) | FGBench Interaction | bio medicalnlp |
| 16 | Mar 5, 2026 |
|---|
| Functional Group Reasoning (Numeric Regression) | FGBench Single | bio medicaltabular time series |
| 16 | Mar 5, 2026 |
|---|
| Functional Group Reasoning (Binary Classification) | FGBench Single | bio medicalnlp |
| 16 | Mar 5, 2026 |
|---|
| Video Reasoning | MMMU Video | computer vision |
| 16 | Mar 5, 2026 |
|---|
| Chart Understanding | ReachQA | computer visionnlp |
| 16 | Apr 6, 2026 |
|---|
| Chart Understanding | ChartXiv RQ | computer visionnlp |
| 16 | Mar 5, 2026 |
|---|