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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 |
|---|---|---|---|---|
| Federated Image Classification | 31 | 18 | Jun 23, 2026 | |
| Object Hallucination Detection | 31 | 18 | Jun 29, 2026 | |
| Source Separation | 31 | 13 | Jun 4, 2026 | |
| Inference Latency | 31 | 20 | Jul 9, 2026 | |
| Sound Event Detection | 31 | 25 | Jul 8, 2026 | |
| Code Coverage Analysis | 31 | 3 | Jul 9, 2026 | |
| Keypoint Matching | 31 | 14 | May 6, 2026 | |
| Saliency Detection | 31 | 31 | Jul 8, 2026 | |
| Vision-Language Reasoning | 31 | 20 |
| Jul 8, 2026 |
| Interpolation | 31 | 18 | Jul 2, 2026 |
|---|
| Exploration | 31 | 14 | Jun 12, 2026 |
|---|
| 3D Multi-Object Tracking | 31 | 49 | Jun 4, 2026 |
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| Image-to-Image Retrieval | 31 | 19 | Jul 8, 2026 |
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| Video Moment Retrieval | 31 | 22 | Jun 9, 2026 |
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| Semantic Similarity | 31 | 18 | Jun 18, 2026 |
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| Watermarking | 31 | 18 | Jul 8, 2026 |
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| Zero-shot Learning | 31 | 30 | Jul 7, 2026 |
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| Hierarchical Text Classification | 31 | 12 | May 21, 2026 |
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| Tile-level classification | 31 | 5 | Feb 21, 2026 |
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| Tool selection | 31 | 13 | Jul 8, 2026 |
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| Tamper Localization | 31 | 10 | Jun 24, 2026 |
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| Multi-label recognition | 30 | 17 | Jun 23, 2026 |
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| Reliability Assessment | 30 | 4 | May 7, 2026 |
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| Performance Estimation | 30 | 5 | Jul 2, 2026 |
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| Model Allocation | 30 | 1 | Feb 23, 2026 |
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