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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 |
|---|---|---|---|---|---|
| GUI Grounding | ScreenSpot | 169 | Jun 11, 2026 | ||
| Image Classification | MNIST (test) | 168 | Jun 23, 2026 | ||
| Spatio-temporal reasoning | STCR | 168 | Apr 14, 2026 | ||
| Multimodal Benchmarking | MMBench |
| 168 |
| Jul 3, 2026 |
| Contradictory-style Generation | VccmDataset | 168 | Feb 26, 2026 |
|---|
| Malware Detection | Drebin | 168 | May 7, 2026 |
|---|
| Mathematical Reasoning | MathVision | 168 | May 8, 2026 |
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| Time Series Forecasting | PEMS07 | 168 | Mar 24, 2026 |
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| Coding | HumanEval | 168 | May 27, 2026 |
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| Composed Image Retrieval (Image-Text to Image) | CIRR | 168 | Jul 3, 2026 |
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| Image-to-Text Retrieval | MS-COCO | 168 | May 13, 2026 |
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| Semantic Segmentation | Vaihingen | 168 | Jun 30, 2026 |
|---|
| Image Denoising | SIDD (val) | 168 | May 26, 2026 |
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| Emotion Recognition in Conversation | IEMOCAP (test) | 168 | Apr 14, 2026 |
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| Weakly Supervised Semantic Segmentation | PASCAL VOC 2012 (val) | 168 | Mar 26, 2026 |
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| Image Deraining | Rain100L (test) | 168 | Jun 30, 2026 |
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| AMR Parsing | LDC2017T10 AMR 2.0 (test) | 168 | Feb 26, 2026 |
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| Graph Classification | IMDB MULTI | 168 | Jun 26, 2026 |
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| Multimodal Reasoning | MMMU (val) | 168 | May 11, 2026 |
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| Short-term forecasting | M4 Yearly | 168 | Jun 4, 2026 |
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| Reasoning | PIQA | 168 | Jun 5, 2026 |
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| Action Classification | UCF101 | 167 | Jun 26, 2026 |
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| General Knowledge Evaluation | MMLU | 167 | Jun 5, 2026 |
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| Long-term forecasting | Electricity | 167 | Mar 26, 2026 |
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| Image Quality Assessment | KonIQ | 167 | Jun 16, 2026 |
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