Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1755 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Multiple-Choice Question Answering | QuALITY | 19 | Apr 28, 2026 | ||
| Traffic Sign Recognition | GTSRB | 19 | Apr 1, 2026 | ||
| Video Object Segmentation | DAVIS 17 (test) | 19 | Feb 26, 2026 | ||
| Video Question Answering | Video-MME Overall 1.0 | 19 | Feb 26, 2026 | ||
| Survival Analysis | TCGA UCEC (test) | 19 | Apr 28, 2026 | ||
| OOD Detection | OpenOOD Far-OOD 1.0 | 19 | Mar 4, 2026 | ||
| Link Prediction | Photo (test) | 19 | Feb 26, 2026 | ||
| View Synthesis | Redwood-3dscan (test) | 19 | Feb 26, 2026 | ||
| Emotion Recognition | RAVDESS 7-class | 19 | Feb 26, 2026 | ||
| Time-series forecasting | Solar | 19 | Feb 26, 2026 | ||
| Time-series forecasting | Pems-bay | 19 | Feb 26, 2026 | ||
| Zero-shot Downstream Accuracy | Downstream Suite Zero-shot (BoolQ, HellaSwag, PIQA, RACE, WinoGrande) | 19 | Feb 26, 2026 | ||
| Inference Efficiency | Model Profiling | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | VKITTI2 -> Cityscapes 8 classes | 19 | Mar 10, 2026 | ||
| WSI Classification | CAMELYON16 binary (test) | 19 | Feb 26, 2026 | ||
| WSI Classification | TCGA-RENAL (test) | 19 | Feb 26, 2026 | ||
| Aggregate Multimodal Evaluation | Average 8 Benchmarks | 19 | Feb 26, 2026 | ||
| Moment Retrieval | QVHighlights v1 (test) | 19 | Feb 26, 2026 | ||
| Video Deraining | VRDS | 19 | Feb 26, 2026 | ||
| Brain Captioning | Natural Scenes Dataset (NSD) (test) | 19 | Feb 26, 2026 | ||
| Safety Evaluation | JailbreakLLMs Orig. | 19 | Feb 26, 2026 | ||
| Safety Evaluation | VLSafe Orig. | 19 | Feb 26, 2026 | ||
| Monocular 3D Object Detection | KITTI 3D (test) | 19 | Feb 26, 2026 | ||
| Graph property regression | PCQM4M (val) | 19 | Feb 26, 2026 | ||
| Graph-level classification | MolHIV (test) | 19 | Feb 26, 2026 |