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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 |
|---|---|---|---|---|---|
| Mathematical Reasoning | AMC 23 | 32 | May 7, 2026 | ||
| Recommendation | Yelp | 32 | Mar 31, 2026 | ||
| Personalized Recommendation | AesRec | 32 | Feb 26, 2026 | ||
| Temporal Autonomous Driving Understanding | TAD 1.0 (test) | 32 | Feb 26, 2026 | ||
| Scene Graph Detection (SGDET) | Action Genome v1.0 (test) |
| 32 |
| Feb 26, 2026 |
| Visual Question Answering | AnimalKB 1.0 (test) | 32 | Feb 26, 2026 |
|---|
| Document Parsing | OmniDocBench | 32 | May 4, 2026 |
|---|
| Pose Estimation | ScanNet++ | 32 | Jul 2, 2026 |
|---|
| Visual Question Answering | CLEAR 1.0 (Retain) | 32 | Feb 26, 2026 |
|---|
| Gene expression prediction | Kidney | 32 | May 15, 2026 |
|---|
| Gene expression prediction | HER2 | 32 | May 15, 2026 |
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| Gene expression prediction | Breast Cancer | 32 | May 15, 2026 |
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| Emotion Classification | FI | 32 | Apr 15, 2026 |
|---|
| Novel View Synthesis | DTU 10% (test) | 32 | Feb 26, 2026 |
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| Class-to-image generation | ImageNet | 32 | May 21, 2026 |
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| Semantic Segmentation | ISPRS Potsdam | 32 | May 19, 2026 |
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| Image Compression | DIV8K (Evaluation) | 32 | Feb 26, 2026 |
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| Construction Year Estimation | YearGuessr 1.0 (test) | 32 | Feb 26, 2026 |
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| text-to-motion generation | HumanML3D 1 (test) | 32 | Feb 26, 2026 |
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| Semantic Segmentation | WHDLD (test) | 32 | Feb 26, 2026 |
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| Response Classification | Aegis Text Response 2.0 | 32 | Mar 4, 2026 |
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| Glaucoma Detection | LAG (test) | 32 | Feb 26, 2026 |
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| Vision-language grounding | MS-COCO 2014 (val) | 32 | Feb 26, 2026 |
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| subject-to-video generation | OpenS2V | 32 | Jun 9, 2026 |
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| Autonomous Driving | Bench2Drive base set closed-loop | 32 | May 15, 2026 |
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