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 |
|---|---|---|---|---|---|
| Person Re-identification | MARS | 67 | Feb 26, 2026 | ||
| Multi-turn Response Selection | Douban Conversation Corpus | 67 | Feb 26, 2026 | ||
| Dependency Parsing | WSJ (test) | 67 | Feb 26, 2026 | ||
| Image Classification | VOC 2007 (test) | 67 |
| Feb 26, 2026 |
| Binary Segmentation | Kvasir-SEG (test) | 67 | Feb 26, 2026 |
|---|
| Survival Prediction | TCGA-BRCA (test) | 67 | May 21, 2026 |
|---|
| Anomaly Detection | RESC | 67 | Jun 30, 2026 |
|---|
| Table Question Answering | WikiTQ (dev) | 67 | Jun 8, 2026 |
|---|
| Semantic Segmentation | FMB | 67 | Jun 16, 2026 |
|---|
| Oriented Object Detection | DIOR-R | 67 | May 6, 2026 |
|---|
| Zero-shot Accuracy | ARC Easy | 67 | May 26, 2026 |
|---|
| Text-to-Image Generation | WISE | 67 | May 8, 2026 |
|---|
| Mathematical Reasoning | TheoremQA | 67 | Jun 30, 2026 |
|---|
| Planning | Rotating DDI | 66 | Jul 7, 2026 |
|---|
| Imputation | Facial expression dataset (MNAR) | 66 | Jul 7, 2026 |
|---|
| Data Imputation | powerplant MAR (test) | 66 | Jul 7, 2026 |
|---|
| Traveling Salesman Problem | TSPLib All Instances (N < 250) | 66 | Jun 30, 2026 |
|---|
| Capacitated Vehicle Routing Problem | CVRPLib | 66 | Jun 30, 2026 |
|---|
| Binary Classification | 65 binary imbalanced datasets | 66 | Jun 29, 2026 |
|---|
| Vision-language alignment | ImageNet-100 | 66 | Jun 23, 2026 |
|---|
| Vision-language alignment | CIFAR-100 | 66 | Jun 23, 2026 |
|---|
| Classification | Controlled Distribution Shift | 66 | Jun 23, 2026 |
|---|
| Classification | Classification Tasks | 66 | Jun 23, 2026 |
|---|
| Image Classification | CIFAR-10 standard (test) | 66 | Jun 25, 2026 |
|---|
| Secure Code Generation | Python (test) | 66 | Jun 16, 2026 |
|---|