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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 |
|---|---|---|---|---|
| Object Grounding | 8 | 5 | Apr 21, 2026 | |
| LiDAR relocalization | 8 | 2 | Apr 14, 2026 | |
| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 | |
| Crowd behavior generation | 8 | 2 | Apr 6, 2026 | |
| Target Detection | 8 | 5 | May 20, 2026 | |
| Labelling Accuracy | 8 | 1 | Mar 31, 2026 | |
| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 | |
| Horizontal Object Detection | 8 | 7 | Feb 20, 2026 | |
| Layout-to-Image Synthesis | 8 | 9 | Feb 18, 2026 |
| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
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| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Dereverberation | 8 | 3 | Feb 22, 2026 |
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| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
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| Training Data Extraction | 8 | 3 | Mar 13, 2026 |
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| Natural Language Visual Reasoning | 8 | 47 | Apr 21, 2026 |
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| Text Similarity | 8 | 4 | Jun 26, 2026 |
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| Multi-source Domain Adaptation | 8 | 13 | May 7, 2026 |
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| Compositional generation | 8 | 5 | Jul 2, 2026 |
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| Spoken Dialogue Evaluation | 8 | 5 | Jun 16, 2026 |
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| White Blood Cell classification | 8 | 6 | Jul 7, 2026 |
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| Summarization Evaluation | 8 | 14 | Jun 26, 2026 |
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| Path-level reasoning | 8 | 1 | Feb 21, 2026 |
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| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
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| Tooth segmentation | 8 | 5 | May 21, 2026 |
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| Video Camouflaged Object Detection | 8 | 6 | Jul 1, 2026 |
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