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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 Fingerprinting | Pruning Positive Samples | 30 | Feb 26, 2026 | ||
| Model Fingerprinting | RL Positive Samples | 30 | Feb 26, 2026 | ||
| Model Fingerprinting | Multi Modal Positive Samples | 30 | Feb 26, 2026 | ||
| Model Fingerprinting | Upcycling Positive Samples | 30 | Feb 26, 2026 | ||
| Model Fingerprinting | Continual Pretrain Positive Samples |
| 30 |
| Feb 26, 2026 |
| Model Fingerprinting | SFT Positive Samples | 30 | Feb 26, 2026 |
|---|
| Zero-shot Language Modeling | LM Evaluation Harness 0-shot | 30 | Feb 26, 2026 |
|---|
| Mathematical Reasoning | Olympiad Bench | 30 | May 13, 2026 |
|---|
| Object Goal Navigation | MP3D 1.0 (val) | 30 | Jun 2, 2026 |
|---|
| Segmentation | Liver tumour | 30 | Feb 26, 2026 |
|---|
| Segmentation | Lung tumour | 30 | Feb 26, 2026 |
|---|
| Adversarial Defense | CIFAR-10 (test) | 30 | May 27, 2026 |
|---|
| General Reasoning | Average of Reasoning Tasks | 30 | May 19, 2026 |
|---|
| Summarization | SAMSum Full 2019 | 30 | Feb 26, 2026 |
|---|
| Question Answering | MuSiQuest-E 2022 (Full) | 30 | Feb 26, 2026 |
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| Question Answering | QASPER-E 2021 (Full) | 30 | Feb 26, 2026 |
|---|
| Question Answering | HotpotQA-E 2018 (Full) | 30 | Feb 26, 2026 |
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| Time Series Forecasting | dominick | 30 | May 12, 2026 |
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| Mathematical multi-modal reasoning | WeMath | 30 | May 13, 2026 |
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| Multi-objective Optimization | ZINC-250k (logP-TPSA) | 30 | Feb 26, 2026 |
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| Molecular property optimization | ZINC-250k | 30 | Feb 26, 2026 |
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| Portfolio Optimization | S&P 500 constituents (test) | 30 | Feb 26, 2026 |
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| Two-sample testing | Expo-1D | 30 | Feb 26, 2026 |
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| Pronunciation Assessment | Speechocean762 (test) | 30 | Jun 19, 2026 |
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| Audio Classification | US8K | 30 | Jun 16, 2026 |
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