Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2253 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Individual Treatment Effect Estimation | Online gaming product dataset PSM-Matched Ground Truth (in-sample) | 16 | Feb 26, 2026 | ||
| Individual Treatment Effect Estimation | Online gaming product dataset KNN-Matched Ground Truth (out-of-sample) | 16 | Feb 26, 2026 | ||
| Individual Treatment Effect Estimation | Online gaming product dataset KNN-Matched Ground Truth in-sample | 16 | Feb 26, 2026 | ||
| Individual Treatment Effect (ITE) Estimation | Synthetic (out) | 16 | Feb 26, 2026 | ||
| Individual Treatment Effect (ITE) Estimation | Synthetic | 16 | Feb 26, 2026 | ||
| Individual Treatment Effect (ITE) Estimation | NEWS (out) | 16 | Feb 26, 2026 | ||
| Individual Treatment Effect (ITE) Estimation | NEWS (in) | 16 | Feb 26, 2026 | ||
| Collaborative Filtering Recommendation | Synthetic Recommender Dataset 300 users, 200 items, 10% sparsity (test) | 16 | Feb 26, 2026 | ||
| Attack Detection | CIFAR-100 (test) | 16 | Feb 26, 2026 | ||
| Out-of-Distribution Detection | Places365 (OOD) / CIFAR-100 (ID) (test) | 16 | Feb 26, 2026 | ||
| PDE solving | Hamilton-Jacobi equation quadratic initial condition, exponential Hamiltonian | 16 | Feb 26, 2026 | ||
| Image Classification | Tiny ImageNet Dirichlet α=0.6 (test) | 16 | Jul 7, 2026 | ||
| Multi-task Learning (Segmentation, Part Segmentation, Disparity) | Cityscapes | 16 | Feb 26, 2026 | ||
| Apogee Prediction | Real Flight Evaluation Data 1.0 (test) | 16 | Feb 26, 2026 | ||
| Classification | Eye-Movements | 16 | Jul 7, 2026 | ||
| Reinforcement Learning | CartPole v1 | 16 | May 19, 2026 | ||
| Image Classification | sCIFAR | 16 | Feb 26, 2026 | ||
| Efficiency analysis | HCP-WM | 16 | Feb 26, 2026 | ||
| Image Classification | ImageNet100 Task 4(40-20) 1.0 (test) | 16 | Feb 26, 2026 | ||
| Image Classification | ImageNet100 Task 3(60-20) 1.0 (test) | 16 | Feb 26, 2026 | ||
| Image Classification | ImageNet100 Task 2(80-20) 1.0 (test) | 16 | Feb 26, 2026 | ||
| Image Classification | ImageNet100 Task 1(100-20) 1.0 (test) | 16 | Feb 26, 2026 | ||
| Image Classification | CUB-200 Task 4 40-20 classes | 16 | Feb 26, 2026 | ||
| Image Classification | CUB-200 Task 3 60-20 classes | 16 | Feb 26, 2026 | ||
| Image Classification | CUB-200 Task 2 80-20 classes | 16 | Feb 26, 2026 |