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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 |
|---|---|---|---|---|---|
| text-to-motion generation | HumanML3D (test) | 576 | Jun 16, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 572 | Feb 26, 2026 | ||
| Classification | Cars | 571 | Jul 9, 2026 | ||
| Multimodal Understanding | SEED-Bench |
| 571 |
| Jun 24, 2026 |
| Robotic Manipulation | LIBERO | 570 | Jun 26, 2026 |
|---|
| 3D Human Pose Estimation | Human3.6M (test) | 570 | Jun 30, 2026 |
|---|
| Image Classification | EuroSAT | 569 | Apr 3, 2026 |
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| Multitask Language Understanding | MMLU | 568 | Jun 9, 2026 |
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| Mathematical Reasoning | MathVista | 566 | Jun 19, 2026 |
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| Image Super-Resolution | Set14 | 565 | May 26, 2026 |
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| Action Recognition | Something-Something v2 (val) | 565 | Jun 25, 2026 |
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| Video Object Segmentation | DAVIS 2016 (val) | 564 | Mar 4, 2026 |
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| Image Classification | CIFAR-10 | 564 | Mar 17, 2026 |
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| Image Classification | TinyImageNet (test) | 562 | Jun 25, 2026 |
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| Multi-hop Question Answering | 2WikiMultiHopQA | 559 | May 20, 2026 |
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| Image Classification | Flowers102 | 558 | Mar 27, 2026 |
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| Multi-Object Tracking | DanceTrack (test) | 557 | Jul 2, 2026 |
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| Named Entity Recognition | CoNLL 2003 (test) | 556 | Jun 4, 2026 |
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| Semantic Segmentation | Cityscapes (val) | 552 | Jun 29, 2026 |
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| Monocular Depth Estimation | KITTI (Eigen) | 552 | Jul 2, 2026 |
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| Time Series Forecasting | ETTm2 | 552 | Jun 16, 2026 |
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| Natural Language Understanding | GLUE | 551 | May 13, 2026 |
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| Multimodal Reasoning | MM-Vet | 551 | Jul 3, 2026 |
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| Object Detection | LVIS v1.0 (val) | 548 | Jul 8, 2026 |
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| Person Re-identification | MSMT17 | 546 | Jun 2, 2026 |
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