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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-Image Generation | GenEval | 459 | Jun 16, 2026 | ||
| Multiple Object Tracking | MOT20 (test) | 458 | May 15, 2026 | ||
| Image Classification | Food101 | 457 | Apr 7, 2026 | ||
| 3D Human Pose Estimation | Human3.6M (Protocol #1) |
| 457 |
| Apr 30, 2026 |
| Multi-task Language Understanding | MMLU | 456 | Jun 16, 2026 |
|---|
| Graph Classification | IMDB-B | 455 | Jul 3, 2026 |
|---|
| Commonsense Reasoning | Winogrande | 453 | May 28, 2026 |
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| Mathematical Reasoning | MATH 500 | 452 | Jun 23, 2026 |
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| Long-term forecasting | ETTm1 | 452 | Jun 23, 2026 |
|---|
| Image-to-Text Retrieval | Flickr30k | 451 | May 26, 2026 |
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| Image Classification | SUN397 | 450 | Apr 24, 2026 |
|---|
| Language Modeling | Penn Treebank (test) | 450 | Jul 7, 2026 |
|---|
| Visual Mathematical Reasoning | MathVista | 448 | Jul 7, 2026 |
|---|
| Language Modeling | Wikitext2 | 447 | Jun 12, 2026 |
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| GUI Grounding | ScreenSpot v2 | 447 | Jul 8, 2026 |
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| Node Classification | Photo | 447 | Jun 11, 2026 |
|---|
| Optical Flow Estimation | KITTI 2015 (train) | 446 | Apr 14, 2026 |
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| Mathematical Reasoning | MATH 500 | 442 | Mar 25, 2026 |
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| Image Deblurring | GoPro | 441 | Jul 2, 2026 |
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| Image Classification | ImageNet ILSVRC-2012 (val) | 441 | May 28, 2026 |
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| Sentence Completion | HellaSwag | 440 | Jun 30, 2026 |
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| Video Question Answering | ActivityNet-QA | 438 | Jun 23, 2026 |
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| Depth Estimation | NYU v2 (test) | 438 | Jul 1, 2026 |
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| Multimodal Understanding | MMMU | 437 | Apr 2, 2026 |
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| Text-to-Image Retrieval | Flickr30K 1K (test) | 436 | Jul 3, 2026 |
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