Loading the SOTA2 catalog…
SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Image Retrieval | MS-COCO (test) | 98 | Feb 26, 2026 | ||
| Image Retrieval | CIFAR-10 (test) | 98 | Feb 26, 2026 | ||
| Scene Text Recognition | IC15 | 98 | Mar 20, 2026 | ||
| Domain Adaptation | VisDA 2017 (test) | 98 | Feb 26, 2026 | ||
| Clustering | MNIST (full) |
| 98 |
| Feb 26, 2026 |
| Named Entity Recognition | CoNLL Spanish NER 2002 (test) | 98 | Feb 26, 2026 |
|---|
| Quantum Chemical Prediction | PCQM4M v2 (val) | 98 | Jun 24, 2026 |
|---|
| Fine-grained classification | UCF101 | 98 | Jun 23, 2026 |
|---|
| Logical Reasoning | LogiQA | 98 | Feb 26, 2026 |
|---|
| Medical Image Segmentation | Kvasir-Seg | 98 | May 15, 2026 |
|---|
| Long-tailed Visual Recognition | ImageNet LT | 98 | Jun 18, 2026 |
|---|
| Few-shot Semantic Segmentation | COCO 5-shot 20i | 98 | Jun 26, 2026 |
|---|
| Conformal Prediction | 5-class synthetic data Example 1 Hard Bin r* ≤ 0.5 | 97 | Jun 16, 2026 |
|---|
| Conformal Prediction | 5-class synthetic data Example 1 Marginal | 97 | Jun 16, 2026 |
|---|
| Two-Sample Testing | CIFAR10-RES18 (test) | 97 | Jun 9, 2026 |
|---|
| Lipschitz constant estimation | Randomly generated neural networks small synthetic | 97 | Apr 9, 2026 |
|---|
| Image Classification | GTSRB | 97 | Jun 30, 2026 |
|---|
| Link Classification | FB15k-237 | 97 | Jun 2, 2026 |
|---|
| Machine Translation | Flores | 97 | May 13, 2026 |
|---|
| Robotic Manipulation | LIBERO-Long | 97 | Jun 26, 2026 |
|---|
| Assortment optimization | SUSHI Preference Data Set (test) | 97 | Feb 26, 2026 |
|---|
| Time Series Anomaly Detection | GECCO | 97 | Jun 18, 2026 |
|---|
| Deepfake Detection | CDF v2 | 97 | Jun 1, 2026 |
|---|
| Video Generation | VBench 5s | 97 | Jul 7, 2026 |
|---|
| Offline Reinforcement Learning | MujoCo halfcheetah | 97 | May 26, 2026 |
|---|