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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 |
|---|---|---|---|---|
| DR Grading | 9 | 5 | Feb 20, 2026 | |
| Ride-hailing wait time reduction | 9 | 1 | Apr 7, 2026 | |
| 3D Voxel Reconstruction | 9 | 1 | Apr 6, 2026 | |
| Pixel-level Localization | 9 | 2 | Jun 4, 2026 | |
| Numerical Integration | 9 | 3 | Jun 5, 2026 | |
| Asymmetric Traveling Salesman Problem | 9 | 5 | May 26, 2026 | |
| Fluid motion estimation | 9 | 1 | Feb 27, 2026 | |
| ECG Digitization | 9 | 2 | Jul 2, 2026 | |
| domain-specific question answering | 9 | 3 | Apr 2, 2026 | |
| Code Correctness Evaluation |
|---|
| 9 |
| 2 |
| May 28, 2026 |
| Combinatorial Auctions | 9 | 2 | May 29, 2026 |
|---|
| Speech Dereverberation | 9 | 10 | May 4, 2026 |
|---|
| Web Task Completion | 9 | 3 | Jun 2, 2026 |
|---|
| Scene Understanding | 9 | 6 | Apr 13, 2026 |
|---|
| Heterogeneous Treatment Effect Estimation | 9 | 4 | Jul 7, 2026 |
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| Compiler phase ordering | 9 | 1 | Feb 18, 2026 |
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| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
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| Temporal Localization | 9 | 9 | May 12, 2026 |
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| Behavior Abstraction Detection | 9 | 1 | Feb 22, 2026 |
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| 3D Object Retrieval | 9 | 2 | Apr 23, 2026 |
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| Force-conditioned Video Generation | 9 | 2 | Jun 8, 2026 |
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| Human move prediction | 9 | 2 | May 20, 2026 |
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| Recipe Generation | 9 | 8 | Jun 4, 2026 |
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| Illuminant Estimation | 9 | 5 | Jun 15, 2026 |
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| Heart Segmentation | 9 | 3 | May 12, 2026 |
|---|