Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1996 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Interpolation for continuous time dynamics | Macrophage Stimulus LPS (test) | 17 | Jun 1, 2026 | ||
| Interpolation for continuous time dynamics | Macrophage Stimulus CPG (test) | 17 | Jun 1, 2026 | ||
| Interpolation for continuous time dynamics | Macrophage Stimulus PIC (test) | 17 | Jun 1, 2026 | ||
| Black-Hole Imaging | InverseBench Black-Hole Imaging (test) | 17 | Jun 5, 2026 | ||
| Optimization Modeling | IndustryOR | 17 | Jun 16, 2026 | ||
| Anomaly Detection | VisAnomBench | 17 | May 29, 2026 | ||
| Multi-view global spatial scene understanding | VSI-Bench Standard | 17 | May 29, 2026 | ||
| Respiratory Sound Classification | AKGC417L (IND) | 17 | May 29, 2026 | ||
| Error Slice Discovery | MNIST-Sum | 17 | May 29, 2026 | ||
| Error Slice Discovery | MetaShift | 17 | May 29, 2026 | ||
| Error Slice Discovery | CelebA | 17 | May 29, 2026 | ||
| Error Slice Discovery | Waterbirds | 17 | May 29, 2026 | ||
| Factuality Checking | FacTax-Benchmark (test) | 17 | May 29, 2026 | ||
| Image Classification | CIFAR-100 4-way Sharded (test) | 17 | May 29, 2026 | ||
| Scene Graph Detection (SGDet) | VG-150 v1.0 (test) | 17 | May 29, 2026 | ||
| Scene Graph Classification (SGCls) | VG-150 v1.0 (test) | 17 | May 29, 2026 | ||
| Predicate Classification (PredCls) | VG-150 v1.0 (test) | 17 | May 29, 2026 | ||
| Out-of-Distribution Detection | OOD datasets | 17 | May 29, 2026 | ||
| Minimum Vertex Cover | MVC 1000 nodes (In-Distribution) | 17 | May 29, 2026 | ||
| Prompt Harmfulness Detection | Combined Prompt Harmfulness Suite (ToxicChat, HarmBench, OpenAI Mod, Aegis SafetyTest, WildGuard Test) | 17 | May 29, 2026 | ||
| MMD | MMD | 17 | May 29, 2026 | ||
| Instruction Following | Arena-Hard Style-Con | 17 | May 29, 2026 | ||
| Multi-label classification | VOC (test) | 17 | May 28, 2026 | ||
| Multi-label classification | COCO Stuff-27 (test) | 17 | May 28, 2026 | ||
| Video Generation Inference Speed | Wan 768P Video (81 frames, 1280x768, without padding) 2.1 (inference evaluation) | 17 | May 28, 2026 |