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 |
|---|---|---|---|---|---|
| Image Classification | ILSVRC (val) | 30 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (train) | 30 | May 20, 2026 | ||
| Drug-Target Interaction Prediction | BioSNAP | 30 | Jun 18, 2026 | ||
| Retrosynthesis | Mol-Instructions | 30 | Jun 9, 2026 | ||
| Forward Reaction Prediction | Mol-Instructions | 30 | Jun 9, 2026 | ||
| Reagent Prediction | Mol-Instructions | 30 | Jun 9, 2026 | ||
| Marginal Log-Likelihood Estimation | DS6 (50 Taxa, 1133 Sites) | 30 | Feb 26, 2026 | ||
| Marginal Log-Likelihood Estimation | DS5 50 Taxa, 378 Sites | 30 | Feb 26, 2026 | ||
| Marginal Log-Likelihood Estimation | DS4 41 Taxa, 1137 Sites | 30 | Feb 26, 2026 | ||
| Marginal Log-Likelihood Estimation | DS3 36 Taxa, 1812 Sites | 30 | Feb 26, 2026 | ||
| Marginal Log-Likelihood Estimation | DS2 29 Taxa, 2520 Sites | 30 | Feb 26, 2026 | ||
| Marginal Log-Likelihood Estimation | DS1 27 Taxa, 1949 Sites | 30 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1% labels ILSVRC-2012 (val) | 30 | Feb 26, 2026 | ||
| Conformal Prediction | MNIST (test) | 30 | Jun 2, 2026 | ||
| Mutual Information Estimation | Gaussian setting d=20, N=64 | 30 | Feb 26, 2026 | ||
| Mutual Information Estimation | Gaussian (d=10, N=64) | 30 | Feb 26, 2026 | ||
| Root Finding | Lane-Emden differential equation | 30 | Feb 26, 2026 | ||
| OOD Detection | CIFAR-100 vs Places365 (test) | 30 | Feb 26, 2026 | ||
| Traveling Salesperson Problem | TSP N=1000 Generalization (128 instances) | 30 | Mar 25, 2026 | ||
| Two-stage Stochastic Programming | SSLP average over eleven 2SP instances | 30 | Feb 26, 2026 | ||
| Stochastic Server Location Problem | SSLP SIPLib | 30 | Feb 26, 2026 | ||
| Inverse coefficient identification | Inverse Problem 5.3 nf, nc = 211, 71 | 30 | Feb 26, 2026 | ||
| Inverse coefficient identification | Inverse Problem 5.3 nf, nc = 141, 36 | 30 | Feb 26, 2026 | ||
| Stroke Lesion Segmentation | ISLES 2015 | 30 | Feb 26, 2026 | ||
| Graph Classification | NCI109 TUDataset | 30 | Feb 26, 2026 |