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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 |
|---|---|---|---|---|---|
| Online overhead computation | WAN 1 | 32 | Mar 16, 2026 | ||
| Online overhead computation | LAN | 32 | Mar 16, 2026 | ||
| Private Inference Efficiency | In-queue inputs WAN4 Online phase | 32 | Mar 16, 2026 | ||
| Private Inference Efficiency | In-queue inputs WAN3 Online phase | 32 | Mar 16, 2026 | ||
| Private Inference Efficiency | In-queue inputs WAN1 Online phase |
| 32 |
| Mar 16, 2026 |
| Circuit property regression | High-level Synthesis (test) | 32 | Mar 16, 2026 |
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| Circuit property regression | Open Circuit Benchmark (test) | 32 | Mar 16, 2026 |
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| GUI Agent Planning and Execution | WebArena | 32 | Apr 16, 2026 |
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| Label Projection | MLQA | 32 | Mar 13, 2026 |
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| Line Segment Detection | ShanghaiTech (test) | 32 | Mar 13, 2026 |
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| Overrefusal Evaluation | OrBench-H | 32 | Jun 15, 2026 |
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| Moment Prediction | Superposition of arrival processes SCV-based regimes (test) | 32 | Mar 13, 2026 |
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| Reasoning-intensive Retrieval | BRIGHT | 32 | Jun 16, 2026 |
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| Natural Language Understanding | SuperGLUE | 32 | Mar 12, 2026 |
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| Natural Language Understanding | GLUE small | 32 | Mar 12, 2026 |
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| Spatio-temporal forecasting | CA | 32 | Mar 12, 2026 |
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| Reasoning Quality Assessment | TheoremQA | 32 | Mar 12, 2026 |
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| Reasoning Quality Assessment | GSM8K | 32 | Mar 12, 2026 |
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| Reasoning Quality Assessment | GPQA | 32 | Mar 12, 2026 |
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| Reasoning Quality Assessment | Understanding Fables | 32 | Mar 12, 2026 |
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| Multi-Task Incremental Learning | MTIL Aircraft, Caltech101, CIFAR100, DTD, EuroSAT, Flowers, Food, MNIST, OxfordPet, Cars, SUN397 | 32 | Mar 12, 2026 |
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| Image Classification | OxfordPet few-shot | 32 | Mar 12, 2026 |
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| Image Classification | MNIST few-shot | 32 | Mar 12, 2026 |
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| Image Classification | Food few-shot | 32 | Mar 12, 2026 |
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| Image Classification | Flowers few-shot | 32 | Mar 12, 2026 |
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