Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1905 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Text Generation | Aggregate NLP Tasks (GEC, Smart Reply, Summarization, Tone Adjustment, QA) (test) | 18 | Feb 26, 2026 | ||
| Node classification | DBLP 20% Uniform Noise (test) | 18 | Feb 26, 2026 | ||
| Clustering | EP | 18 | Feb 26, 2026 | ||
| Clustering | VE | 18 | Feb 26, 2026 | ||
| Clustering | EC | 18 | Feb 26, 2026 | ||
| LLM Training Optimization | Qwen 3 1.7B | 18 | Feb 26, 2026 | ||
| Digit Classification | DomainNet (test) | 18 | Feb 26, 2026 | ||
| Digit Classification | RotatedMNIST (test) | 18 | Feb 26, 2026 | ||
| Graph Anomaly Detection | Flickr (test) | 18 | Feb 26, 2026 | ||
| Lead Time Prediction | Shipyard pipe spool dataset | 18 | Feb 26, 2026 | ||
| Question Answering and Commonsense Reasoning | Zero-Shot Evaluation Suite (Arc-e, Arc-c, Boolq, Hellaswag, Openbookqa, Piqa, SciQ, Winogrande) | 18 | Feb 26, 2026 | ||
| Knowledge Evaluation | MMLU-Redux | 18 | Feb 26, 2026 | ||
| PDE Solving | ANISOTROPIC PDE | 18 | Feb 26, 2026 | ||
| Agentic task completion | ScienceWorld | 18 | Feb 26, 2026 | ||
| Agentic task completion | ALFWorld | 18 | Feb 26, 2026 | ||
| Evaluation score correlation with ground-truth correctness | 37k questions across 85 domains | 18 | Feb 26, 2026 | ||
| Activation Reconstruction | Pythia model activations | 18 | Feb 26, 2026 | ||
| Concept Component Analysis | Concept Component Analysis Evaluation Set (test) | 18 | Feb 26, 2026 | ||
| Aesthetic Quality Assessment | AVA v1 (test) | 18 | Feb 26, 2026 | ||
| Regression | insurance | 18 | Apr 23, 2026 | ||
| Model Routing | Model Routing Suite MathQA, LogiQA, MedQA, PIQA, TruthQA, MMLU, GSM8k, GPQA, ASDiv, SoQA | 18 | Feb 26, 2026 | ||
| Correctness Prediction | SoQA | 18 | Feb 26, 2026 | ||
| Correctness Prediction | ASDiv | 18 | Feb 26, 2026 | ||
| Correctness Prediction | GPQA | 18 | Feb 26, 2026 | ||
| Correctness Prediction | GSM8k | 18 | Feb 26, 2026 |