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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 |
|---|---|---|---|---|---|
| Multi-attribute steering | ToneBank | 42 | Jun 23, 2026 | ||
| Vision-language alignment | CINIC-10 | 42 | Jun 23, 2026 | ||
| Vision-language alignment | CIFAR-10 | 42 | Jun 23, 2026 | ||
| Generalized Category Discovery | CIFAR-10 | 42 | Jul 7, 2026 | ||
| Spacecraft Trajectory Forecasting | NASA CDDIS RTN Frame Extrapolation Horizons 5760M |
| 42 |
| Jun 23, 2026 |
| Spacecraft Trajectory Forecasting | NASA CDDIS RTN Frame 4000M (Extrapolation Horizons) | 42 | Jun 23, 2026 |
|---|
| Spacecraft Trajectory Forecasting | NASA CDDIS RTN Frame Interpolation Horizons 2000M | 42 | Jun 23, 2026 |
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| Spacecraft Trajectory Forecasting | NASA CDDIS (RTN Frame) Interpolation Horizons 1000M | 42 | Jun 23, 2026 |
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| Polyp Segmentation | CVC-ClinicDB-612 (test) | 42 | Jun 19, 2026 |
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| Multi-task model merging | 14 vision tasks | 42 | Jun 18, 2026 |
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| Hallucination Evaluation | ModeVent Out-of-Domain irrelevance Outliers 1.0 | 42 | Jun 17, 2026 |
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| Safety Unlearning | BeaverTails | 42 | Jun 17, 2026 |
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| Network Intrusion Detection | CAP Generalization | 42 | Jun 16, 2026 |
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| Traffic Prediction | Shenzhen | 42 | Jun 16, 2026 |
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| Traffic Prediction | Chengdu | 42 | Jun 16, 2026 |
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| General capability | OBQA (test) | 42 | Jun 15, 2026 |
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| Role-Playing | RoleBench (test) | 42 | Jun 15, 2026 |
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| Cross-Position Human Activity Recognition | OPPO | 42 | Jun 15, 2026 |
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| Cross-Position Human Activity Recognition | DSADS | 42 | Jun 15, 2026 |
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| Question Answering | OpenBookQA | 42 | Jun 12, 2026 |
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| Multitask Language Understanding | MMLU Redux | 42 | Jun 12, 2026 |
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| Question Answering | TriviaQA | 42 | Jun 11, 2026 |
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| LiDAR-Inertial Odometry Processing Time Estimation | NCLT | 42 | Jun 11, 2026 |
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| Medical Image Denoising | Bern | 42 | Jun 11, 2026 |
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| Continuous Navigation | Navigation Environments (test) | 42 | Jun 11, 2026 |
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