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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 |
|---|---|---|---|---|---|
| Long-term forecasting | PEMS03 | 41 | Apr 14, 2026 | ||
| Mathematical Reasoning | AIME-120 | 41 | Jun 16, 2026 | ||
| PDE Solving | Navier-Stokes Regular Grid (test) | 41 | May 12, 2026 | ||
| PDE Solving | Darcy Regular Grid (test) | 41 | May 12, 2026 | ||
| Hallucination Detection | MATH 500 | 41 | Jun 19, 2026 | ||
| PDE Solving |
| PDEBench Diff.Reac 1D (test) |
| 41 |
| Mar 20, 2026 |
| Class-incremental learning | CIFAR-100 Split | 41 | Jun 30, 2026 |
|---|
| Graph Anomaly Detection | Cora | 41 | May 21, 2026 |
|---|
| Graph Classification | Spurious-Motif → Spurious-Motif_bias Corr. Shift S→SB | 41 | Apr 6, 2026 |
|---|
| Information Retrieval | BRIGHT 1.0 (test) | 41 | Jun 16, 2026 |
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| Information Retrieval | LoTTE pooled (test) | 41 | Feb 26, 2026 |
|---|
| Click Prediction | KuaiVideos (test) | 41 | May 8, 2026 |
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| Text-to-Image Generation | PartiPrompt | 41 | May 6, 2026 |
|---|
| Spatial Mental Modeling | SAT-Real | 41 | Feb 26, 2026 |
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| Video Depth Estimation | Bonn (test) | 41 | Apr 10, 2026 |
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| Text-to-image generation | MS-COCO 2017 | 41 | Apr 7, 2026 |
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| Visual Search | V* Bench | 41 | May 18, 2026 |
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| Pose Estimation | ScanNet | 41 | Feb 27, 2026 |
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| Pose Estimation | RE10K | 41 | Jul 9, 2026 |
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| Multimodal Understanding | LLaVA Evaluation Suite GQA, MMB, MMB-CN, MME, POPE, SQA, VQAV2, VQAText, VizWiz | 41 | Feb 26, 2026 |
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| Image Virtual Try-on | VITON-HD | 41 | Apr 10, 2026 |
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| Class-Incremental Learning | CIFAR-100 B50Inc10 | 41 | Jun 25, 2026 |
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| 3D Visual Grounding | ScanRefer Unique | 41 | Apr 2, 2026 |
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| Super-Resolution | CelebA (test) | 41 | Jun 16, 2026 |
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| Face Forgery Detection | DFD | 41 | Mar 4, 2026 |
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