Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 280 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Classification | bbc | 61 | May 26, 2026 | ||
| Out-of-Distribution Detection | FashionMNIST (ID) vs MNIST (OoD) | 61 | Feb 26, 2026 | ||
| Speaker Verification | VoxCeleb1-O Cleaned (Original) | 61 | Apr 29, 2026 | ||
| Music Source Separation | MUSDB18 HQ (test) | 61 | Apr 13, 2026 | ||
| Offline Reinforcement Learning | walker2d medium-replay | 61 | May 29, 2026 | ||
| Offline Reinforcement Learning | walker2d medium | 61 | May 29, 2026 | ||
| Common Sense Reasoning | WG | 61 | Jun 26, 2026 | ||
| Transductive Node Classification | Citeseer (transductive) | 61 | Feb 26, 2026 | ||
| Polyp Segmentation | EndoScene | 61 | Feb 26, 2026 | ||
| Commonsense Question Answering | CSQA | 61 | May 19, 2026 | ||
| Mathematical Reasoning | GaoKao (test) | 61 | Feb 26, 2026 | ||
| Referring Video Object Segmentation | A2D-Sentences | 61 | Apr 21, 2026 | ||
| Visual Question Answering | HRBench-4K | 61 | May 21, 2026 | ||
| Knowledge Distillation | Oxford Flowers 102 (test) | 60 | Jul 8, 2026 | ||
| Ranking | UltraFeedback clean (held-out) | 60 | Jul 3, 2026 | ||
| Program Repair | Real misspecified programs neutral briefs | 60 | Jul 1, 2026 | ||
| Watermark Forgery Detection | Stable-Diffusion-Prompts 1,000 samples (test) | 60 | Jun 30, 2026 | ||
| Exercise Assessment | UI-PRMD (test) | 60 | Jun 30, 2026 | ||
| Multi-Layer Spatial Relationship Accuracy | MD-3k (Overall) | 60 | Jun 30, 2026 | ||
| Object Hallucination Evaluation | A-OKVQA POPE SEEM-annotated | 60 | Jun 26, 2026 | ||
| Object Hallucination Evaluation | MSCOCO POPE SEEM-annotated | 60 | Jun 26, 2026 | ||
| Long-context language understanding | LongBench | 60 | Jun 24, 2026 | ||
| Anomaly Segmentation | MANTA Tiny (test) | 60 | Jun 24, 2026 | ||
| Object Detection | Pascal VOC Novel Split 1 | 60 | Jun 23, 2026 | ||
| End-to-End Selection | AlgoSimBench MCQ | 60 | Jun 23, 2026 |