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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 |
|---|---|---|---|---|---|
| Face Verification | LFW | 417 | Jun 11, 2026 | ||
| Image Classification | MNIST | 417 | Mar 17, 2026 | ||
| Natural Language Understanding | GLUE (test) | 416 | Feb 26, 2026 | ||
| Traffic Forecasting | METR-LA |
| 415 |
| Jun 16, 2026 |
| Robotic Manipulation | LIBERO-Plus | 414 | Jul 7, 2026 |
|---|
| Language Modeling | LAMBADA | 412 | May 29, 2026 |
|---|
| Semantic Segmentation | CamVid (test) | 411 | Feb 26, 2026 |
|---|
| Code Generation | MBPP (test) | 411 | Jul 3, 2026 |
|---|
| Long-term time-series forecasting | ETTh1 (test) | 410 | Jun 2, 2026 |
|---|
| Super-resolution | B100 (test) | 408 | May 14, 2026 |
|---|
| Knowledge Editing | Counterfact | 407 | Jun 23, 2026 |
|---|
| Text-to-Video Retrieval | DiDeMo (test) | 407 | May 19, 2026 |
|---|
| Image Classification | CIFAR100 (test) | 407 | Mar 26, 2026 |
|---|
| Multimodal Sentiment Analysis | CMU-MOSEI (test) | 406 | Jun 5, 2026 |
|---|
| Object Hallucination | POPE Popular | 406 | Jun 29, 2026 |
|---|
| Text-to-Video Retrieval | MSR-VTT | 406 | May 28, 2026 |
|---|
| Chart Question Answering | ChartQA | 404 | Jun 19, 2026 |
|---|
| Multivariate long-term series forecasting | ETTm1 | 404 | Jun 9, 2026 |
|---|
| Node Classification | Cornell (test) | 403 | Jul 9, 2026 |
|---|
| Mathematical Reasoning | SVAMP | 403 | Apr 14, 2026 |
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| Image Classification | Office-Home (test) | 402 | Jul 7, 2026 |
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| Node classification | Texas (test) | 402 | Jul 9, 2026 |
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| Visual Question Answering | AI2D | 402 | Jul 8, 2026 |
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| Video Question Answering | MSVD-QA | 401 | Jun 23, 2026 |
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| Commonsense Reasoning | PIQA | 400 | Jul 9, 2026 |
|---|