Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1587 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Time Series Classification | 18-datasets benchmark suite 70% Missing | 20 | Apr 3, 2026 | ||
| Time Series Classification | 18-datasets benchmark suite 50% Missing | 20 | Apr 3, 2026 | ||
| Time Series Classification | 18-datasets benchmark suite 30% Missing | 20 | Apr 3, 2026 | ||
| Classification | PhysioNet Sepsis 2019 (test) | 20 | Apr 3, 2026 | ||
| Multi-hop Question Answering | MuSiQue | 20 | May 26, 2026 | ||
| Medical Image Segmentation | Average (CHSF, MATAR, ISLES, JHU) T0 (test) | 20 | Apr 2, 2026 | ||
| Document Classification | R8 | 20 | Apr 2, 2026 | ||
| LLM Inference Scheduling | Alpaca | 20 | Jun 29, 2026 | ||
| Medical Data and Knowledge Processing | EHRStruct eICU | 20 | Apr 2, 2026 | ||
| Model Extraction | CIFAR-10 (test) | 20 | May 18, 2026 | ||
| Image Classification | VDD | 20 | Apr 2, 2026 | ||
| Multi-Task Incremental Learning | MTIL | 20 | Apr 2, 2026 | ||
| Video Anomaly Detection | ShanghaiTech (SHT) | 20 | Apr 2, 2026 | ||
| End-to-end Attention Latency | 120K context | 20 | Apr 2, 2026 | ||
| Safe Robot Control | MuJoCo Reacher v4 | 20 | Apr 2, 2026 | ||
| L1-Non-negative Matrix Factorization | MNIST noisy | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | Esol MUV ID OOD (test) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | ClinTox ID LIPO OOD (test) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | BBBP BACE ID OOD (test) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | FreeSolv ID ToxCast OOD (test) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | Tox21 ID SIDER OOD (test) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | ENZYMES ID PROTEIN OOD (test) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | PTC_MR (ID) MUTAG (OOD) (test) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | TUDataset Graph OOD Suite (BZR, PTC_MR, AIDS, ENZYMES, IMDB-M, Tox21, FreeSolv, BBBP, ClinTox, Esol) (test) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | ClinTox ID LIPO OOD | 20 | Apr 1, 2026 |