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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 |
|---|---|---|---|---|
| PullCubeTool | 31 | 1 | Mar 16, 2026 | |
| PullCube | 31 | 1 | Mar 16, 2026 | |
| Chart Understanding | 31 | 53 | Jul 7, 2026 | |
| Reward Prediction | 31 | 10 | Jun 12, 2026 | |
| Tool selection | 31 | 13 | Jul 8, 2026 | |
| Image-to-Image Retrieval | 31 | 19 | Jul 8, 2026 | |
| Semantic Similarity | 31 | 18 | Jun 18, 2026 | |
| Optimal Transport | 31 | 6 | Jun 5, 2026 | |
| Watermarking | 31 | 18 | Jul 8, 2026 | |
| 31 |
| 65 |
| Jun 24, 2026 |
| Graph property prediction | 31 | 33 | Jul 1, 2026 |
|---|
| Video Moment Retrieval | 31 | 22 | Jun 9, 2026 |
|---|
| Source Separation | 31 | 13 | Jun 4, 2026 |
|---|
| Graph Out-of-Distribution Detection | 31 | 4 | May 14, 2026 |
|---|
| Dichotomous Image Segmentation | 31 | 14 | Jun 4, 2026 |
|---|
| Keypoint Matching | 31 | 14 | May 6, 2026 |
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| Federated Image Classification | 31 | 18 | Jun 23, 2026 |
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| Object Hallucination Detection | 31 | 18 | Jun 29, 2026 |
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| Table Retrieval | 31 | 8 | May 20, 2026 |
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| Demand Forecasting | 31 | 10 | Jun 9, 2026 |
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| Saliency Detection | 31 | 31 | Jul 8, 2026 |
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| Transductive Node Classification | 31 | 19 | Jun 23, 2026 |
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| Normal estimation | 31 | 31 | Jun 4, 2026 |
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| Tile-level classification | 31 | 5 | Feb 21, 2026 |
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| Tamper Localization | 31 | 10 | Jun 24, 2026 |
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