Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1160 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Object Hallucination Evaluation | POPE MSCOCO (test) | 24 | Jun 30, 2026 | ||
| Point Grounding | PACO (test) | 24 | Jun 30, 2026 | ||
| PII Detection | PII Detection Dataset | 24 | Jun 30, 2026 | ||
| Topic Modeling | Wiki | 24 | Jun 30, 2026 | ||
| Size estimation | Medical CT | 24 | Jun 30, 2026 | ||
| Lobe classification | Medical CT | 24 | Jun 30, 2026 | ||
| Presence detection | Medical CT | 24 | Jun 30, 2026 | ||
| Mathematical Reasoning | AIME25 | 24 | Jul 2, 2026 | ||
| Image Attribution Detection | MS-COCO Natural | 24 | Jun 30, 2026 | ||
| Image Attribution Detection | LAION Natural | 24 | Jun 30, 2026 | ||
| Image Attribution Detection | ImageNet Natural | 24 | Jun 30, 2026 | ||
| Tissue classification | TCGA-LUSC (cross-TSI) | 24 | Jun 30, 2026 | ||
| Tissue classification | TCGA-LUSC (within-TSI) | 24 | Jun 30, 2026 | ||
| Tissue classification | CAMELYON16 (cross-TSI) | 24 | Jun 30, 2026 | ||
| Tissue classification | CAMELYON16 (within-TSI) | 24 | Jun 30, 2026 | ||
| Medical Image Segmentation | Abdominal Abd MRI -> CT (test) | 24 | Jul 1, 2026 | ||
| Medical Image Segmentation | Abdominal Abd CT -> MRI (test) | 24 | Jul 1, 2026 | ||
| Constrained Reranking | Logged queries Goods category, N=50 items | 24 | Jun 29, 2026 | ||
| Jailbreak Attack | Real-world LLM applications Poe | 24 | Jun 29, 2026 | ||
| TDOM Generation | NPU DroneMap | 24 | Jun 29, 2026 | ||
| Multiclass classification | 10 multiclass imbalanced datasets (average) | 24 | Jun 29, 2026 | ||
| Uncertainty Quantification | Modified Shallow Water (MSW) Model QPEns Reference (full assimilation window) | 24 | Jun 26, 2026 | ||
| Super-resolution | Hepatic Vessels | 24 | Jun 26, 2026 | ||
| Forward evolution (LRC violation prediction) | ID dataset | 24 | Jun 26, 2026 | ||
| Stance Detection | KIRP-D | 24 | Jun 26, 2026 |