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 |
|---|---|---|---|---|---|
| Semantic Segmentation | COCO 2014 (val) | 304 | Apr 10, 2026 | ||
| Semantic Segmentation | NYU v2 (test) | 304 | Jul 1, 2026 | ||
| Multitask Language Understanding | MMLU-Pro | 303 | Jun 23, 2026 | ||
| Image Classification | CIFAR-100 |
| 302 |
| Feb 26, 2026 |
| Semantic Segmentation | ScanNet (val) | 302 | May 18, 2026 |
|---|
| Multimodal Understanding | MMBench CN | 302 | Jul 1, 2026 |
|---|
| Image Classification | CIFAR100 | 301 | Jun 2, 2026 |
|---|
| Document Visual Question Answering | DocVQA | 301 | May 21, 2026 |
|---|
| Instance Segmentation | COCO | 301 | Jun 26, 2026 |
|---|
| Time Series Forecasting | ETTm2 | 300 | May 21, 2026 |
|---|
| Image Classification | ImageNet (val) | 300 | Feb 26, 2026 |
|---|
| Referring Expression Comprehension | RefCOCOg (test) | 300 | May 27, 2026 |
|---|
| Referring Expression Comprehension | RefCOCOg (val) | 300 | Jul 7, 2026 |
|---|
| SMT solving | random hybrid-constraint benchmark | 299 | Mar 25, 2026 |
|---|
| Image Classification | ImageNet (test) | 299 | Mar 5, 2026 |
|---|
| Image Classification | PACS | 299 | Jul 7, 2026 |
|---|
| Language Modeling | Wiki | 298 | Apr 23, 2026 |
|---|
| Visual Mathematical Reasoning | MathVision | 298 | Jun 24, 2026 |
|---|
| Image Classification | OxfordPets | 298 | May 27, 2026 |
|---|
| Time Series Forecasting | ETTm2 (test) | 298 | Jun 19, 2026 |
|---|
| text-to-motion mapping | HumanML3D (test) | 298 | Jun 23, 2026 |
|---|
| Fine-grained Image Classification | Stanford Cars | 298 | Jun 25, 2026 |
|---|
| Mathematical Reasoning | SVAMP (test) | 298 | Jul 1, 2026 |
|---|
| Text-to-Video Retrieval | MSVD | 297 | Jul 2, 2026 |
|---|
| Image Classification | CIFAR-100 (test) | 295 | May 25, 2026 |
|---|