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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 Classification | CIFAR100 (test) | 147 | Feb 26, 2026 | ||
| Person Search | CUHK-SYSU (test) | 147 | Feb 26, 2026 | ||
| CTR Prediction | Criteo (test) | 147 | May 25, 2026 | ||
| Visual Question Answering | VQA (test-dev) |
| 147 |
| Mar 18, 2026 |
| Long-term forecasting | Exchange (test) | 147 | Jun 11, 2026 |
|---|
| Node classification | Computers (test) | 147 | Jun 23, 2026 |
|---|
| Single-hop Question Answering | TriviaQA | 147 | Jul 8, 2026 |
|---|
| Text Classification | Yahoo! Answers (test) | 147 | Jun 12, 2026 |
|---|
| Semantic Segmentation | COCO Object | 147 | Jun 16, 2026 |
|---|
| Language modeling | Wikitext-2 | 146 | Jun 25, 2026 |
|---|
| Mathematical Reasoning | Minerva | 146 | May 28, 2026 |
|---|
| Mathematical Reasoning | DynaMath | 146 | Jul 7, 2026 |
|---|
| Short-term forecasting | PEMS03 | 146 | Jun 26, 2026 |
|---|
| Node Classification | Wiki-CS (test) | 146 | Jun 1, 2026 |
|---|
| CommonSense Reasoning | Wino | 146 | May 12, 2026 |
|---|
| Code Generation | MBPP | 146 | Feb 26, 2026 |
|---|
| Semantic Segmentation | iSAID | 146 | May 15, 2026 |
|---|
| Semantic Correspondence | SPair-71k (test) | 146 | May 29, 2026 |
|---|
| Image Classification | STL-10 | 146 | Mar 24, 2026 |
|---|
| Machine Translation | IWSLT De-En 2014 (test) | 146 | Feb 27, 2026 |
|---|
| Abnormal event detection | UCSD Ped2 (test) | 146 | Feb 26, 2026 |
|---|
| Optical Flow Estimation | Sintel Final (test) | 146 | Jun 30, 2026 |
|---|
| Out-of-distribution Detection | CIFAR-10 vs SVHN (test) | 146 | Jun 30, 2026 |
|---|
| Multimodal Evaluation | MMBench | 146 | Jul 1, 2026 |
|---|
| Table Fact Verification | TabFact (test) | 146 | May 19, 2026 |
|---|