Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1588 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Graph Out-of-Distribution Detection | BBBP ID BACE OOD | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | Tox21 ID SIDER OOD | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | ENZYMES PROTEIN ID OOD | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | AIDS (ID) DHFR (OOD) | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | PTC_MR ID MUTAG OOD | 20 | Apr 1, 2026 | ||
| Graph Out-of-Distribution Detection | BZR ID COX2 OOD | 20 | Apr 1, 2026 | ||
| Encrypted Traffic Classification | CSTNET-TLS | 20 | Apr 1, 2026 | ||
| Encrypted Traffic Classification | ISCX-VPN Service | 20 | Jun 30, 2026 | ||
| Encrypted Traffic Classification | ISCX-VPN APP | 20 | Jun 30, 2026 | ||
| Traffic Forecasting | Average (METRLA, PEMSD4, PEMSD7(M), PEMSD8, PEMSBAY) | 20 | Apr 1, 2026 | ||
| Text embedding | AG News | 20 | Apr 1, 2026 | ||
| Text embedding | MIND | 20 | Apr 1, 2026 | ||
| Text embedding | SST2 | 20 | Apr 1, 2026 | ||
| Text embedding | Enron Spam | 20 | Apr 1, 2026 | ||
| Function approximation | Bratley Sum D=750 | 20 | Apr 1, 2026 | ||
| Personalized product reranking | Electronics (test) | 20 | Apr 1, 2026 | ||
| Time Series Anomaly Detection | CT Hard Setting (test) | 20 | Apr 1, 2026 | ||
| End-to-end planning | NAVSIM v2 (test) | 20 | Jun 5, 2026 | ||
| Graph Coarsening | Flickr | 20 | Jun 16, 2026 | ||
| Speech Separation | LibriCSS Continuous v1 (test) | 20 | Apr 1, 2026 | ||
| Structured query generation | KGQAGen-10k 2,000-question sample (train) | 20 | Apr 1, 2026 | ||
| Stealthiness Assessment | FMNIST | 20 | Apr 1, 2026 | ||
| Stealthiness Assessment | SVHN | 20 | Apr 1, 2026 | ||
| 3-vertex motif counting | Erdős–Rényi graphs G(n=20000, p) (synthetic) | 20 | Apr 1, 2026 | ||
| Spatial Reasoning | SpatialBench | 20 | Jul 7, 2026 |