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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Active Object Recognition | 4 | 1 | Feb 18, 2026 | |
| Common-sense QA | 4 | 4 | Jun 5, 2026 | |
| Unsupervised Video Segmentation | 4 | 2 | Mar 4, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Video Event Prediction | 4 | 2 | Mar 17, 2026 | |
| Active Recognition | 4 | 2 | May 19, 2026 | |
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 | |
| Universal Lesion Detection | 4 | 5 | Feb 18, 2026 |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Prompt Stealing | 4 | 1 | Feb 18, 2026 |
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| Image Representation Learning | 4 | 2 | Feb 18, 2026 |
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| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Top-5 Disease Classification | 4 | 1 | Feb 18, 2026 |
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| Machine Translation (Hindi to English) | 4 | 1 | Feb 27, 2026 |
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| Machine Translation (English to Hindi) | 4 | 1 | Feb 27, 2026 |
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| Binary Real-vs-Synthetic Detection | 4 | 1 | Feb 18, 2026 |
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| Motion Customization | 4 | 3 | Jul 9, 2026 |
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| Probabilistic Calibration | 4 | 1 | Feb 18, 2026 |
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| Blind Deconvolution | 4 | 2 | Jun 5, 2026 |
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| Human Reenactment | 4 | 1 | Feb 18, 2026 |
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| Instance Image-Goal Navigation | 4 | 6 | May 20, 2026 |
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| Binding Affinity | 4 | 1 | Mar 31, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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