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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 |
|---|---|---|---|---|---|
| Image Classification | EuroSAT few-shot | 32 | Mar 12, 2026 | ||
| Image Classification | CIFAR100 few-shot | 32 | Mar 12, 2026 | ||
| Image Classification | Caltech101 few-shot | 32 | Mar 12, 2026 | ||
| Link Prediction | Goodreads-LP | 32 | Mar 11, 2026 | ||
| Link Prediction | Amazon-Cloth | 32 | Mar 11, 2026 | ||
| Link Prediction | Amazon Sports |
| 32 |
| Mar 11, 2026 |
| Node Classification | PubMed 5-shot | 32 | Jun 11, 2026 |
|---|
| Robot Manipulation | SimplerEnv | 32 | Jun 23, 2026 |
|---|
| Jailbreaking | MaliciousInstruct (test) | 32 | Mar 11, 2026 |
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| Collision Avoidance | Circle-swap Obstacle Density (test) | 32 | Mar 10, 2026 |
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| Image Restoration | JamesSet Real1 | 32 | Mar 10, 2026 |
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| Object Classification | ModelNet40 (supervised) | 32 | Mar 10, 2026 |
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| Competition | Simulation Corridor Dilemma | 32 | Mar 10, 2026 |
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| Safety Alignment Evaluation | PKU-SafeRLHF 30K (test) | 32 | Mar 10, 2026 |
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| multiplex interaction prediction | ChEMBL | 32 | Mar 10, 2026 |
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| Model Selection | Average | 32 | Mar 10, 2026 |
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| Model Selection | PEMS08 | 32 | Mar 10, 2026 |
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| Model Selection | Wind | 32 | Mar 10, 2026 |
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| Model Selection | AQShunyi | 32 | Mar 10, 2026 |
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| Model Selection | CzeLan | 32 | Mar 10, 2026 |
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| Model Selection | ZafNoo | 32 | Mar 10, 2026 |
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| Model Selection | Exchange | 32 | Mar 10, 2026 |
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| Model Selection | Weather | 32 | Mar 10, 2026 |
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| Model Selection | Traffic | 32 | Mar 10, 2026 |
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| Model Selection | Electricity | 32 | Mar 10, 2026 |
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