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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 |
|---|---|---|---|---|---|
| Model Selection | ETTm2 | 32 | Mar 10, 2026 | ||
| Model Selection | ETTm1 | 32 | Mar 10, 2026 | ||
| Model Selection | ETTh2 | 32 | Mar 10, 2026 | ||
| Model Selection | ETTh1 | 32 | Mar 10, 2026 | ||
| Video Question Answering | ActivityNet | 32 | Jun 24, 2026 | ||
| Point map estimation | NRGBD |
| 32 |
| May 25, 2026 |
| Machine Unlearning | ImageNet 1K | 32 | Mar 10, 2026 |
|---|
| Energy barrier prediction | Acetylene hydrogenation on Pd(111) and PdAg surfaces 1.0 (test) | 32 | Mar 9, 2026 |
|---|
| Persona Consistency | Consistent-LLMs therapy domain | 32 | Mar 9, 2026 |
|---|
| Persona Alignment | Consistent-LLMs education domain (test) | 32 | Mar 9, 2026 |
|---|
| Persona Alignment | Consistent-LLMs chatting domain | 32 | Mar 9, 2026 |
|---|
| Code Generation | Coding Eval+ LiveCode (test) | 32 | Mar 20, 2026 |
|---|
| Code Generation | BigCodeBench | 32 | Jun 4, 2026 |
|---|
| Intuitive Physics Understanding | LikePhys 1.0 (test) | 32 | Jun 23, 2026 |
|---|
| Syllogistic Reasoning | Syllogistic Reasoning (test) | 32 | Mar 9, 2026 |
|---|
| Molecule Generation | ZINC250k | 32 | Apr 2, 2026 |
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| Hallucination Detection | HALP | 32 | Mar 6, 2026 |
|---|
| Judge Performance | PERSUADE | 32 | Mar 6, 2026 |
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| Image Classification | CIFAR100 | 32 | Mar 6, 2026 |
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| Node Classification | Arxiv (test) | 32 | Mar 6, 2026 |
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| Criminal Sentencing and Legal Validity Evaluation | LeCaRD v2 | 32 | May 27, 2026 |
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| Image Editing | ImgEdit | 32 | May 26, 2026 |
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| Preference Alignment | UFB | 32 | Jul 7, 2026 |
|---|
| Generation | DVisRAG (Real) | 32 | Mar 6, 2026 |
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| Generation | DVisRAG Synthetic | 32 | Mar 6, 2026 |
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