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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 |
|---|---|---|---|---|---|
| Node classification | WikiCS | 40 | Apr 15, 2026 | ||
| Node classification | Citeseer | 40 | Apr 15, 2026 | ||
| Node classification | Cora | 40 | Apr 15, 2026 | ||
| Trace-level safety monitoring | ImpossibleBench | 40 | Apr 14, 2026 | ||
| Trace-level detection | ImpossibleBench | 40 | Apr 14, 2026 | ||
| Sabotage Detection | ImpossibleBench |
| 40 |
| Apr 14, 2026 |
| Case-level safety detection | ImpossibleBench | 40 | Apr 14, 2026 |
|---|
| Jailbreak Attack | JailbreakBench | 40 | Apr 14, 2026 |
|---|
| Mathematical Reasoning | MATH | 40 | Apr 20, 2026 |
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| Reasoning | LiveBench | 40 | Jun 9, 2026 |
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| Social Bot Detection | Vendor-19 (test) | 40 | Apr 14, 2026 |
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| Machine Unlearning | CIFAR-100 In Class Random Forgetting | 40 | Apr 14, 2026 |
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| Mathematical Reasoning | AMC 24 | 40 | Apr 14, 2026 |
|---|
| Linear Regression | Linear Regression Equi-correlation Covariance, r=0.2 | 40 | Apr 14, 2026 |
|---|
| Audio Jailbreak | Audio LLM Jailbreak Prompts | 40 | Apr 13, 2026 |
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| 3D Object Detection | SUN RGB-D | 40 | Apr 10, 2026 |
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| Mathematical Reasoning | MultiArith | 40 | Apr 10, 2026 |
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| Mathematical Reasoning | GSM8K | 40 | Apr 10, 2026 |
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| Sequence Understanding | Sequence Understanding Benchmark Average of 10 tasks | 40 | Apr 10, 2026 |
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| Causal graph annotation accuracy | Synthetic causal graphs Phase 1 generator | 40 | Apr 10, 2026 |
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| Annotation Accuracy | DeepSeek-R1 Experiment 1 | 40 | Apr 10, 2026 |
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| Annotation Accuracy | Experiment 1 (test) | 40 | Apr 10, 2026 |
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| Potential field modeling | Hasegawa-Wakatani Equations | 40 | Apr 8, 2026 |
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| Function Calling | Tool-Alpaca | 40 | Apr 30, 2026 |
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| Weakly Supervised Object Detection | PASCAL VOC 2012 | 40 | Apr 8, 2026 |
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