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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 |
|---|---|---|---|---|---|
| Time Series Forecasting | Weather (10% train) | 32 | May 19, 2026 | ||
| Time Series Forecasting | ETTh2 (10% train) | 32 | May 19, 2026 | ||
| Node Classification | ACM to Citation (A to C) | 32 | May 14, 2026 | ||
| Node-level explanation | MULTI | 32 | May 13, 2026 | ||
| Node-level explanation | MOTIF | 32 | May 13, 2026 | ||
| Node-level explanation | UPFD |
| 32 |
| May 13, 2026 |
| Node-level explanation | PROTE | 32 | May 13, 2026 |
|---|
| Node-level explanation | IMDB | 32 | May 13, 2026 |
|---|
| Node-level explanation | ENZYME | 32 | May 13, 2026 |
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| Subgraph Importance Estimation | FLUOR (test) | 32 | May 13, 2026 |
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| Subgraph Importance Estimation | BENZ (test) | 32 | May 13, 2026 |
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| Subgraph Importance Estimation | bbbp (test) | 32 | May 13, 2026 |
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| Subgraph Importance Estimation | bace (test) | 32 | May 13, 2026 |
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| Subgraph Importance Estimation | ames (test) | 32 | May 13, 2026 |
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| Subgraph Importance Estimation | alkane (test) | 32 | May 13, 2026 |
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| Subgraph Importance Estimation | MUTAG (test) | 32 | May 13, 2026 |
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| Question Answering | SQuAD | 32 | May 28, 2026 |
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| Instruction Following | Alpaca clean (test) | 32 | May 13, 2026 |
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| PDE Identification | Burgers PDE | 32 | May 13, 2026 |
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| Open-ended Vision-Language Generation | GPT-4V Hallucination Evaluation | 32 | May 12, 2026 |
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| Helpfulness Evaluation | InstructionFollow | 32 | May 12, 2026 |
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| Multi-label classification | mediamill | 32 | May 12, 2026 |
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| Multi-label classification | Yahoo Arts 1 | 32 | May 12, 2026 |
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| Multi-label classification | rcv subset3 | 32 | May 12, 2026 |
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| Multi-label classification | RCV subset2 | 32 | May 12, 2026 |
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