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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 |
|---|---|---|---|---|---|
| Multitask Language Understanding | MMLU Pro | 38 | May 12, 2026 | ||
| Text Embedding | MTEB (test) | 38 | Jun 8, 2026 | ||
| Node Classification | Cora | 38 | Feb 26, 2026 | ||
| Multi-hop Question Answering | MuSiQue | 38 | Mar 17, 2026 | ||
| Question Answering | NQ-Swap | 38 | Jun 5, 2026 | ||
| Claim Verification |
| ChartCheck |
| 38 |
| Feb 26, 2026 |
| Claim Verification | AIChartClaim | 38 | Feb 26, 2026 |
|---|
| Math Reasoning | Olympiad | 38 | May 28, 2026 |
|---|
| Reasoning | HMMT25 | 38 | May 11, 2026 |
|---|
| Mathematical Reasoning | AIME24 | 38 | Mar 4, 2026 |
|---|
| Knowledge-Intensive Reasoning | 2WikiMultiHopQA | 38 | Jun 11, 2026 |
|---|
| Tool Calling | Supply Chain Tool Calling 1.0 (test) | 38 | Feb 26, 2026 |
|---|
| Question Answering | Supply Chain Question Answering 1.0 (test) | 38 | Feb 26, 2026 |
|---|
| General Instruction Following | Arena-Hard v2 | 38 | Jul 7, 2026 |
|---|
| Multi-discipline reasoning | MMMU (val) | 38 | Jun 1, 2026 |
|---|
| 1D Physics Modeling | 1D Burgers’ Equation (test) | 38 | Feb 26, 2026 |
|---|
| 1D Advection Equation Modeling | 1D Advection Equation | 38 | Jul 9, 2026 |
|---|
| Symbolic Regression | 2D Advection Equation (test) | 38 | Feb 26, 2026 |
|---|
| Modeling 1D Advection-Diffusion Equation | 1D Advection-Diffusion Equation S-I (test) | 38 | Feb 26, 2026 |
|---|
| Deep Research | BrowseComp+ | 38 | Mar 25, 2026 |
|---|
| Mathematical Reasoning | AIME 2025 | 38 | Feb 26, 2026 |
|---|
| EV charging demand forecasting | Palo Alto (test) | 38 | Feb 26, 2026 |
|---|
| Visual Question Answering | RSVQA-HR | 38 | Jun 11, 2026 |
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| Anomaly Detection | Real-IAD multi-class | 38 | May 26, 2026 |
|---|
| Multilingual Language Understanding | M-MMLU (test) | 38 | Apr 23, 2026 |
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