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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 |
|---|---|---|---|---|---|
| Depth Completion | KITTI depth completion official (test) | 154 | Feb 26, 2026 | ||
| Clustering | MNIST (test) | 154 | Jun 16, 2026 | ||
| Natural Language Inference | SNLI (train) | 154 | Feb 26, 2026 | ||
| Novel View Synthesis | DTU |
| 154 |
| Jul 7, 2026 |
| Diagram Understanding | AI2D (test) | 154 | Jun 2, 2026 |
|---|
| Text-to-Image Generation | GenEval | 153 | May 25, 2026 |
|---|
| Node Classification | Photo | 153 | Jun 2, 2026 |
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| Label Shift Estimation | CIFAR-10 (val) | 153 | Apr 3, 2026 |
|---|
| Safety Evaluation | HarmBench | 153 | Jun 9, 2026 |
|---|
| Mathematical Reasoning | AIME 24 | 153 | Jun 23, 2026 |
|---|
| Recommendation | Gowalla | 153 | Apr 15, 2026 |
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| Text-to-Image Generation | HPS v2.1 | 153 | Jul 7, 2026 |
|---|
| Video Depth Estimation | KITTI | 153 | Jun 5, 2026 |
|---|
| Medical Question Answering | MedQA | 153 | Mar 31, 2026 |
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| Question Answering | ARC (test) | 153 | May 12, 2026 |
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| Logical Reasoning | LogiQA (test) | 153 | Jun 15, 2026 |
|---|
| Nested Named Entity Recognition | ACE 2005 (test) | 153 | Feb 26, 2026 |
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| Image Classification | ImageNet-Sketch (test) | 153 | May 18, 2026 |
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| Scene Text Recognition | SVTP (test) | 153 | Feb 26, 2026 |
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| Video Frame Interpolation | Vimeo90K (test) | 153 | May 8, 2026 |
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| Semantic Segmentation | Mapillary (val) | 153 | Feb 26, 2026 |
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| Hallucination Evaluation | HallusionBench | 153 | Jul 8, 2026 |
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| Skeleton-based Action Recognition | NTU 120 (X-sub) | 153 | Jun 11, 2026 |
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| Mathematical Reasoning | AMC-23 (test) | 152 | Jun 2, 2026 |
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| Multimodal Science Question Answering | ScienceQA IMG | 152 | Jun 2, 2026 |
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