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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 | D14 | 30 | Mar 25, 2026 | ||
| Classification | D13 | 30 | Mar 25, 2026 | ||
| Classification | D12 | 30 | Mar 25, 2026 | ||
| Classification | D11 | 30 | Mar 25, 2026 | ||
| Classification | D10 | 30 | Mar 25, 2026 | ||
| Classification | D9 |
| 30 |
| Mar 25, 2026 |
| Classification | D8 | 30 | Mar 25, 2026 |
|---|
| Classification | D7 | 30 | Mar 25, 2026 |
|---|
| Classification | D6 | 30 | Mar 25, 2026 |
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| Classification | D5 | 30 | Mar 25, 2026 |
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| Classification | D4 | 30 | Mar 25, 2026 |
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| Classification | D3 | 30 | Mar 25, 2026 |
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| Classification | D2 | 30 | Mar 25, 2026 |
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| Classification | D1 | 30 | Mar 25, 2026 |
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| Grid-based Trajectory Generation | Porto | 30 | Mar 25, 2026 |
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| Road Network-based Trajectory Generation | Porto | 30 | Mar 25, 2026 |
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| Question Answering | MMLU | 30 | Mar 25, 2026 |
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| Question Answering | GPQA | 30 | Mar 25, 2026 |
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| Mathematical Reasoning | GSM8K | 30 | Mar 25, 2026 |
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| Multi-task Language Understanding | MMLU | 30 | Mar 25, 2026 |
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| Scientific Question Answering | GPQA | 30 | Mar 25, 2026 |
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| Semantic Correspondence | SPair-71k | 30 | May 19, 2026 |
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| Semantic Textual Similarity | BIOSSES (test) | 30 | Mar 25, 2026 |
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| Semantic Textual Similarity | STS12 (test) | 30 | Mar 25, 2026 |
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| Backdoor attack | DNA | 30 | Apr 15, 2026 |
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