Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1643 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Function Calling | BFCL Simple Python | 20 | Mar 4, 2026 | ||
| Autonomous Driving | CARLA Leaderboard official 1.0 (test) | 20 | Mar 27, 2026 | ||
| Workflow Generation and Execution | FlowBench 141 cases (694 tests) | 20 | Feb 26, 2026 | ||
| Multi-Agent Path Finding | 400x400x25 grid environment (4 temporal NFZs) (20 scenarios) | 20 | Feb 26, 2026 | ||
| Multi-Agent Path Finding | 400x400x25 grid environment 2 temporal NFZs (20 scenarios) | 20 | Feb 26, 2026 | ||
| Multi-Agent Path Finding | 400x400x25 grid environment 0 temporal NFZs (20 scenarios) | 20 | Feb 26, 2026 | ||
| Text-to-3D Generation | GPTEval3D 110 prompts 1.0 | 20 | Feb 26, 2026 | ||
| Question Answering | OpenBookQA | 20 | Feb 26, 2026 | ||
| Question Answering | ARC Challenge | 20 | Feb 26, 2026 | ||
| Diabetic Retinopathy (DR) grading | IDRID | 20 | Mar 16, 2026 | ||
| Diabetic Retinopathy (DR) grading | FGADR | 20 | Mar 16, 2026 | ||
| Disinformation Detection | Five datasets overall | 20 | Feb 26, 2026 | ||
| Object Detection | Sim10K to Cityscapes (car) | 20 | Feb 26, 2026 | ||
| 3D Reconstruction | Zip-NeRF | 20 | Feb 26, 2026 | ||
| 3D Reconstruction | T&T | 20 | Feb 26, 2026 | ||
| Novel View Synthesis | ZipNeRF (test) | 20 | Feb 26, 2026 | ||
| (Image, Text)-to-Text Retrieval | InfoSeek | 20 | Feb 26, 2026 | ||
| Membership Inference Attack | Single-target entity-level unlearning Forget vs Test samples paraphrased (test) | 20 | Feb 26, 2026 | ||
| Relative Pose Estimation | MegaDepth 1500 (test) | 20 | Feb 26, 2026 | ||
| Pixel-level Anomaly Detection | Endo | 20 | May 28, 2026 | ||
| Mathematical Reasoning | ASDiv | 20 | Feb 26, 2026 | ||
| Mathematical Reasoning | SVAMP | 20 | Feb 26, 2026 | ||
| Mathematical Reasoning | GSM8K | 20 | Feb 26, 2026 | ||
| Mathematical Reasoning | GSM8K (test) | 20 | Feb 26, 2026 | ||
| Instruction Tuning | Instruction Tuning Datasets 1.0 (train test) | 20 | Feb 26, 2026 |