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 |
|---|---|---|---|---|---|
| Anomaly Detection | UCF-Crime (test) | 113 | May 14, 2026 | ||
| Crowd Counting | UCF-QNRF (test) | 113 | Mar 18, 2026 | ||
| Text Classification | R8 | 113 | Jul 8, 2026 | ||
| Object Detection | Watercolor2k (test) | 113 | Feb 27, 2026 | ||
| Depth Prediction | NYU-depth v2 (test) |
| 113 |
| Feb 26, 2026 |
| Shape classification | ModelNet40 | 113 | Jun 11, 2026 |
|---|
| Person Re-identification | VIPeR (test) | 113 | Feb 26, 2026 |
|---|
| Character-level Language Modeling | Penn Treebank (test) | 113 | Feb 26, 2026 |
|---|
| Clustering | MNIST | 113 | Mar 31, 2026 |
|---|
| Image Geolocalization | YFCC4K (test) | 113 | May 27, 2026 |
|---|
| Fair Text-to-Image Generation | Fair TTI Evaluation Prompt Set (test) | 112 | Jun 2, 2026 |
|---|
| Two-Player Zero-Sum Game Solving | Goofspiel 13 cards | 112 | May 28, 2026 |
|---|
| Principal Component Estimation | Gaussian setting with mean-shift and covariance-shift contamination synthetic (test) | 112 | May 26, 2026 |
|---|
| General speculative decoding performance | Mean (MT-Bench, HumanEval, GSM8K) | 112 | Jun 1, 2026 |
|---|
| Multi-Robot Task Planning | F1-F16 fixed-scale simulated instances | 112 | May 6, 2026 |
|---|
| Semantic Textual Similarity | STSB | 112 | May 29, 2026 |
|---|
| Text Classification | TweetEval | 112 | May 29, 2026 |
|---|
| Active mapping of moving 3D objects | Habitat Gibson and Matterport3D scenes | 112 | Apr 23, 2026 |
|---|
| Time Series Forecasting | Exchange | 112 | Jun 19, 2026 |
|---|
| Image Classification | Stanford Cars | 112 | Jun 25, 2026 |
|---|
| Transductive dynamic link prediction | Enron | 112 | Jul 7, 2026 |
|---|
| Mathematical Reasoning | AIME 25 | 112 | Jun 1, 2026 |
|---|
| Text-based Visual Question Answering | TextVQA | 112 | Apr 7, 2026 |
|---|
| Backdoor Certification | MNIST (test) | 112 | Feb 26, 2026 |
|---|
| Image Classification | FGVC-Aircraft | 112 | Jun 2, 2026 |
|---|