Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2028 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Direct Recommendation | Amazon Clothing 5-core filtering (leave-one-out) | 17 | Mar 19, 2026 | ||
| Direct Recommendation | Amazon Beauty 5-core filtering (leave-one-out) | 17 | Mar 19, 2026 | ||
| Direct Recommendation | Amazon Toys 5-core filtering (leave-one-out) | 17 | Mar 19, 2026 | ||
| Dynamics State Estimation | Simulation driving patterns All | 17 | Mar 19, 2026 | ||
| Dynamics State Estimation | Simulation driving patterns c5: CRM | 17 | Mar 19, 2026 | ||
| Dynamics State Estimation | Simulation driving patterns c3: RWL | 17 | Mar 19, 2026 | ||
| Dynamics State Estimation | Simulation driving patterns c1: FRO | 17 | Mar 19, 2026 | ||
| Vision-and-Language Navigation | Room-to-Room (R2R) VLN-CE (val unseen) | 17 | Mar 19, 2026 | ||
| Deductive Reasoning | LogicalDeduction | 17 | Mar 19, 2026 | ||
| Graph Classification | IMDB-M Social (10-fold cross-validation) | 17 | Mar 19, 2026 | ||
| Recommendation | BeerAdvocate (test) | 17 | Apr 20, 2026 | ||
| Building Vectorization | WHU-Building (test) | 17 | Jun 11, 2026 | ||
| Visual Reasoning | VisualProbe | 17 | Mar 18, 2026 | ||
| Multimodal Reasoning | MME RWLite | 17 | Mar 18, 2026 | ||
| Stereo Matching | ETH3D full-res (test) | 17 | Mar 18, 2026 | ||
| Image Classification | CIFAR10 (Non-IID 2) | 17 | May 14, 2026 | ||
| Novel View Synthesis | Mip360 (R) | 17 | Mar 17, 2026 | ||
| Closed-loop planning | CARLA Bench2Drive (leaderboard) | 17 | Mar 17, 2026 | ||
| Image Denoising | BSD68 sigma=50 | 17 | Mar 17, 2026 | ||
| Accent Normalization | L2-ARCTIC (test) | 17 | Jul 7, 2026 | ||
| Anomaly Detection | ADBench ID 2 | 17 | Mar 17, 2026 | ||
| Anomaly Detection | ADBench ID 1 | 17 | Mar 17, 2026 | ||
| Text-to-Image Generation | DrawBench Visual Text Rendering | 17 | Mar 17, 2026 | ||
| Multi-Modal Heterogeneous Capacitated Vehicle Routing Problem | MMHCVRP N=100, M=7 (test) | 17 | Mar 17, 2026 | ||
| Multi-Modal Heterogeneous Capacitated Vehicle Routing Problem | MMHCVRP N=60, M=7 (test) | 17 | Mar 17, 2026 |