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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 |
|---|---|---|---|---|
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Unsafe image generation | 3 | 1 | Mar 31, 2026 | |
| Visual Jailbreaking Attack | 3 | 2 | Mar 4, 2026 | |
| Multi-target tracking | 3 | 6 | May 21, 2026 | |
| NLP Classification | 3 | 2 | Feb 19, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Compression Ratio Prediction | 3 | 1 | Feb 21, 2026 | |
| Image Projection |
| 3 |
| 2 |
| Feb 18, 2026 |
| Linguistic Reconstruction | 3 | 1 | Feb 27, 2026 |
|---|
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Clean up messy room (Text-based Game) | 3 | 1 | Feb 18, 2026 |
|---|
| Viral family classification | 3 | 1 | Feb 21, 2026 |
|---|
| Abnormalities Localization | 3 | 1 | Feb 18, 2026 |
|---|
| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| Constrained Online Selection | 3 | 1 | Feb 21, 2026 |
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| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Lung Nodule Malignancy Prediction | 3 | 3 | Mar 18, 2026 |
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| Moral Alignment | 3 | 3 | Feb 19, 2026 |
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| Vehicle Classification | 3 | 3 | May 11, 2026 |
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| Rotation | 3 | 2 | Jun 24, 2026 |
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| Naturalness | 3 | 3 | Jun 11, 2026 |
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| Removal | 3 | 3 | Jun 24, 2026 |
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| Box Detection | 3 | 1 | Mar 31, 2026 |
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