Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1897 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Code Generation | BigCodeBench | 18 | Feb 26, 2026 | ||
| Code Generation | MBPP | 18 | Feb 26, 2026 | ||
| Regression | Airfoil | 18 | Mar 10, 2026 | ||
| Link Prediction | MFB-IND node-inductive (test) | 18 | Feb 26, 2026 | ||
| Link Prediction | JF node-inductive (test) | 18 | Feb 26, 2026 | ||
| Semantic Shift Detection | ImageNet-O, iNaturalist, SUN, and Places Average | 18 | Feb 26, 2026 | ||
| Semantic Shift Detection | Places | 18 | Feb 26, 2026 | ||
| Semantic Shift Detection | SUN | 18 | Feb 26, 2026 | ||
| Semantic Shift Detection | iNaturalist | 18 | Feb 26, 2026 | ||
| Semantic Shift Detection | ImageNet-O | 18 | Feb 26, 2026 | ||
| Symbolic Regression | Oscillator 2 (OOD) | 18 | Feb 26, 2026 | ||
| Symbolic Regression | Oscillator 2 (ID) | 18 | Feb 26, 2026 | ||
| Symbolic Regression | CRK (OOD) | 18 | Feb 26, 2026 | ||
| Symbolic Regression | CRK (ID) | 18 | Feb 26, 2026 | ||
| Visual Reasoning | VisualProbe Hard | 18 | Feb 26, 2026 | ||
| Visual Reasoning | VisualProbe Medium | 18 | Feb 26, 2026 | ||
| Visual Reasoning | VisualProbe Easy | 18 | Feb 26, 2026 | ||
| Recommendation | MovieLens | 18 | Feb 26, 2026 | ||
| Depth Estimation | nuScenes | 18 | Feb 26, 2026 | ||
| Zero-shot Image Classification | Average Zero-shot (15 datasets) | 18 | Mar 31, 2026 | ||
| Diverse Language Understanding | 62 downstream tasks | 18 | Feb 26, 2026 | ||
| Audio Reasoning | MMAU-Pro | 18 | Apr 10, 2026 | ||
| Drug Recommendation | MIMIC-IV (target) | 18 | Mar 19, 2026 | ||
| Node Classification | Wiki-CS 10%/10%/80% split | 18 | Feb 26, 2026 | ||
| Node Classification | questions (10%/10%/80% split) | 18 | Feb 26, 2026 |