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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 |
|---|---|---|---|---|
| Training Data Extraction | 8 | 3 | Mar 13, 2026 | |
| Respiratory Classification | 8 | 1 | Feb 21, 2026 | |
| Natural Language Visual Reasoning | 8 | 47 | Apr 21, 2026 | |
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 | |
| Text Similarity | 8 | 4 | Jun 26, 2026 | |
| Multi-source Domain Adaptation | 8 | 13 | May 7, 2026 | |
| MS lesion segmentation | 8 | 3 | May 12, 2026 | |
| Interval forecasting | 8 | 2 | Apr 20, 2026 | |
| UAV Tracking | 8 |
| 5 |
| May 28, 2026 |
| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
|---|
| Object Grounding | 8 | 5 | Apr 21, 2026 |
|---|
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
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| Summarization Evaluation | 8 | 14 | Jun 26, 2026 |
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| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
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| Target Detection | 8 | 5 | May 20, 2026 |
|---|
| Affective Computing | 8 | 2 | Jun 30, 2026 |
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| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
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| White Blood Cell classification | 8 | 6 | Jul 7, 2026 |
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| Chatbot Evaluation | 8 | 6 | May 22, 2026 |
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| Dereverberation | 8 | 3 | Feb 22, 2026 |
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| Video Camouflaged Object Detection | 8 | 6 | Jul 1, 2026 |
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| Pose Prediction | 8 | 4 | Mar 5, 2026 |
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| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
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| Spoken Dialogue Evaluation | 8 | 5 | Jun 16, 2026 |
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| User Satisfaction Estimation | 8 | 2 | Feb 18, 2026 |
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