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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 |
|---|---|---|---|---|---|
| Interactive Decision-making | ALFWorld | 398 | Jul 3, 2026 | ||
| Image Classification | MNIST | 398 | Mar 13, 2026 | ||
| Node Classification | Roman-Empire | 398 | Jun 25, 2026 | ||
| Image Classification |
| Oxford-IIIT Pets |
| 398 |
| Jul 2, 2026 |
| Language Modeling | WikiText2 v1 (test) | 396 | Jun 15, 2026 |
|---|
| Image Classification | SVHN | 395 | Mar 24, 2026 |
|---|
| Oriented Object Detection | DOTA v1.0 (test) | 395 | Jun 4, 2026 |
|---|
| Mathematical Reasoning | AIME 2024 | 394 | Jun 24, 2026 |
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| Code Generation | HumanEval+ | 393 | May 29, 2026 |
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| Knowledge Editing | ZSRE | 393 | Jun 23, 2026 |
|---|
| Point Cloud Registration | 3DMatch (test) | 393 | Apr 7, 2026 |
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| 2D Human Pose Estimation | COCO 2017 (val) | 393 | Jul 8, 2026 |
|---|
| Hallucination Evaluation | CHAIR | 393 | May 20, 2026 |
|---|
| Change Detection | WHU-CD (test) | 392 | Jun 11, 2026 |
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| Long-term forecasting | ETTm2 | 391 | Jun 23, 2026 |
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| 3D Question Answering | ScanQA (val) | 391 | Jul 9, 2026 |
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| Multimodal Sentiment Analysis | CMU-MOSI (test) | 390 | Jun 16, 2026 |
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| Link Prediction | WN18RR (test) | 390 | Jun 29, 2026 |
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| Image Classification | FMNIST (test) | 388 | Jun 16, 2026 |
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| Mathematical Reasoning | GSM8k | 388 | May 19, 2026 |
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| Image Classification | ImageNet | 384 | Jun 25, 2026 |
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| Image Classification | StanfordCars | 384 | May 27, 2026 |
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| Language Modeling | Wiki2 | 382 | Jun 23, 2026 |
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| Mathematical Reasoning | MathVista | 382 | May 22, 2026 |
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| Reasoning Segmentation | ReasonSeg (val) | 382 | Jul 7, 2026 |
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