Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1563 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| State-Value coverage estimation | RiverSwim mostly-right target policy T=50 | 20 | May 13, 2026 | ||
| Action-Value coverage estimation | RiverSwim mostly-right target policy T=50 | 20 | May 13, 2026 | ||
| Empirical Coverage Estimation | RiverSwim episode length T = 10 (nominal 95% coverage) | 20 | May 13, 2026 | ||
| Off-Policy Evaluation | RiverSwim mostly-left policy, T=50 | 20 | May 13, 2026 | ||
| State Value Estimation Coverage | RiverSwim | 20 | May 13, 2026 | ||
| State-Action Value Estimation Coverage | RiverSwim | 20 | May 13, 2026 | ||
| Text-to-Image Generation | GenEval 553 prompts, 4 samples each (full) | 20 | Jun 24, 2026 | ||
| Allocation problem optimization | Monte Carlo simulated allocation datasets | 20 | May 13, 2026 | ||
| Question Answering | ConflictKG | 20 | May 13, 2026 | ||
| Question Answering | Counterfacts | 20 | May 13, 2026 | ||
| Transition Prediction | CascadeBench | 20 | May 13, 2026 | ||
| Traffic Prediction | Trentino INTERNET | 20 | May 15, 2026 | ||
| Code Generation | MBPP | 20 | May 13, 2026 | ||
| Mathematical Reasoning | MATH500 | 20 | May 13, 2026 | ||
| Sequential Preference Optimization | HelpSteer2 | 20 | May 13, 2026 | ||
| Sequential Preference Optimization | UltraFeedback | 20 | May 13, 2026 | ||
| Mathematical Reasoning | MinervaMath (held-out) | 20 | May 13, 2026 | ||
| Mathematical Reasoning | HMMT 2025 (held-out) | 20 | May 13, 2026 | ||
| Mathematical Reasoning | AIME 2026 (held-out) | 20 | May 13, 2026 | ||
| Video Grounding | video-SAL2 | 20 | May 13, 2026 | ||
| Video Understanding | OmniVid | 20 | May 13, 2026 | ||
| Video Understanding | Video-MME | 20 | May 13, 2026 | ||
| Video Understanding | Daily-Omni | 20 | May 13, 2026 | ||
| Synthetic Distribution Modeling | Rotated Grid | 20 | May 13, 2026 | ||
| Synthetic Distribution Modeling | Branched Manifold | 20 | May 13, 2026 |