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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 |
|---|---|---|---|---|---|
| Classification | HDLSS Datasets Summary | 66 | May 6, 2026 | ||
| Multivariate Time Series Forecasting | PEMS03 | 66 | Jun 11, 2026 | ||
| Mathematical Reasoning | GSM8k | 66 | Apr 29, 2026 | ||
| Question Answering | SciQ | 66 | Apr 29, 2026 | ||
| Question Answering | MedQUAD | 66 | Apr 29, 2026 | ||
| Machine Translation | WMT 19 |
| 66 |
| Apr 29, 2026 |
| Summarization | SamSum | 66 | Apr 29, 2026 |
|---|
| Summarization | XSum | 66 | Apr 29, 2026 |
|---|
| Selective Generation | GSM8k | 66 | Apr 29, 2026 |
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| Selective Generation | MMLU | 66 | Apr 29, 2026 |
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| Selective Generation | TriviaQA | 66 | Apr 29, 2026 |
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| Selective Generation | SciQ | 66 | Apr 29, 2026 |
|---|
| Selective Generation | CoQA | 66 | Apr 29, 2026 |
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| Selective Generation | TruthfulQA | 66 | Apr 29, 2026 |
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| Selective Generation | MedQUAD | 66 | Apr 29, 2026 |
|---|
| Selective Generation | WMT19 | 66 | Apr 29, 2026 |
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| Selective Generation | CNN | 66 | Apr 29, 2026 |
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| Selective Generation | SamSum | 66 | Apr 29, 2026 |
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| Selective Generation | XSum | 66 | Apr 29, 2026 |
|---|
| Reasoning | MMLU-Pro | 66 | Jul 3, 2026 |
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| Multi-Hop Question Answering | HotpotQA | 66 | May 19, 2026 |
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| Image Compression | CLIC2020 512x512 (test) | 66 | Apr 15, 2026 |
|---|
| Handwritten Text Recognition | Average across IAM, Rimes, LAM, Rodrigo, and ICFHR2016 (all real handwritten datasets) | 66 | Apr 14, 2026 |
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| Image Classification | VLCS | 66 | Jul 7, 2026 |
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| Action Recognition | NTU RGB+D 120 (110/10 Xsub) | 66 | Apr 2, 2026 |
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