SOTA2 Research · benchmarks
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
Benchmarks
309,131 indexed| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Recommendation | Electronics | 30 | Feb 26, 2026 | ||
| Phase recognition | AutoLaparo (test) | 30 | Jul 1, 2026 | ||
| Word Similarity | SimLex999 (test) | 30 | Feb 26, 2026 | ||
| Survival Prediction | TCGA-BLCA (n = 373) | 30 | Feb 26, 2026 | ||
| Class-conditional Image Generation | ImageNet 256x256 2012 (train val) | 30 | Feb 26, 2026 | ||
| Zero-shot Accuracy | WinoGrande | 30 | Feb 26, 2026 | ||
| Zero-shot Accuracy | PIQA | 30 | Feb 26, 2026 | ||
| Inductive Link Prediction | WN18RR inductive (test) | 30 | Feb 26, 2026 | ||
| Image Super-resolution | Urban100 | 30 | Feb 26, 2026 | ||
| Point Cloud Attribute Compression | 8iVFB v2 (test) | 30 | Feb 26, 2026 | ||
| Hypothesis-mode word alignment | Buckeye 5h (test) | 29 | Jul 9, 2026 | ||
| Open World Object Detection | S-OWODB | 29 | Jul 7, 2026 | ||
| Domain Generalization | OfficeHome | 29 | Jul 7, 2026 | ||
| Spatial Reasoning | MMVP | 29 | Jul 7, 2026 | ||
| Image Reconstruction | ImageNet 256x256 (evaluation set) | 29 | Jun 30, 2026 | ||
| Knowledge Updating | News Articles Memorization (train) | 29 | Jun 30, 2026 | ||
| Robotic Manipulation | SimFoundry Simulation | 29 | Jun 29, 2026 | ||
| Robotic Manipulation | SimFoundry Real | 29 | Jun 29, 2026 | ||
| Image Classification | UCF101 | 29 | Jun 23, 2026 | ||
| Gene Ontology Prediction | Gene Ontology | 29 | Jun 23, 2026 | ||
| Image Classification | CIFAR10 LT-100 | 29 | Jul 3, 2026 | ||
| Classification attribution | ImageNet (misclassified samples) | 29 | Jun 17, 2026 | ||
| Image Generation | CIFAR10 (test) | 29 | Jul 3, 2026 | ||
| Equilibrium State Estimation | COVID-19 (79 regions) | 29 | Jun 12, 2026 | ||
| Image Classification | SVHN (test) | 29 | Jul 8, 2026 |