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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 |
|---|---|---|---|---|---|
| Short-term Forecasting | NASDAQ | 60 | May 15, 2026 | ||
| End-to-end throughput | LLaMA-2-7B-Chat | 60 | Feb 26, 2026 | ||
| Attention Operator Latency | LLaMA-2 Chat 7B | 60 | Feb 26, 2026 | ||
| Graph Classification | DD D0 → D1 (target) | 60 | Jun 2, 2026 | ||
| Graph Classification | Mutagenicity M3→M2 | 60 | Jun 2, 2026 | ||
| Graph Classification | Mutagenicity M3→M1 |
| 60 |
| Jun 2, 2026 |
| Graph Classification | Mutagenicity M3→M0 | 60 | Jun 2, 2026 |
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| Graph Classification | Mutagenicity M2→M3 | 60 | Jun 2, 2026 |
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| Graph Classification | Mutagenicity (M2→M1) | 60 | Jun 2, 2026 |
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| Graph Classification | Mutagenicity M2→M0 | 60 | Jun 2, 2026 |
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| Graph Classification | Mutagenicity M1→M3 | 60 | Jun 2, 2026 |
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| Graph Classification | Mutagenicity M1→M2 | 60 | Jun 2, 2026 |
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| Graph Classification | Mutagenicity M1→M0 | 60 | Jun 2, 2026 |
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| Graph Classification | Mutagenicity M0→M3 | 60 | Jun 2, 2026 |
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| Graph Classification | Mutagenicity M0→M1 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N3→N2 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N3→N1 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N3→N0 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N2→N3 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N2→N1 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N2→N0 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N1→N3 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N1→N2 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N1→N0 | 60 | Jun 2, 2026 |
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| Graph Classification | NCI1 N0→N3 | 60 | Jun 2, 2026 |
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