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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 |
|---|---|---|---|---|
| Out-of-domain forecasting | 3 | 1 | Feb 21, 2026 | |
| Video Polyp Detection | 3 | 1 | Feb 18, 2026 | |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Page-level retrieval | 3 | 4 | May 25, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Remote Embodied Visual Referencing | 3 | 2 | Feb 18, 2026 | |
| Agentic Question Answering | 3 | 3 | Jun 23, 2026 | |
| Unsafe image generation |
| 3 |
| 1 |
| Mar 31, 2026 |
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Explaining event-based TGNNs | 3 | 2 | May 20, 2026 |
|---|
| Task Decomposition | 3 | 3 | Jun 24, 2026 |
|---|
| MLaaS Service Selection | 3 | 1 | Feb 21, 2026 |
|---|
| Matrix Orthogonalization | 3 | 1 | Feb 21, 2026 |
|---|
| Constrained Regression | 3 | 1 | Feb 21, 2026 |
|---|
| Sketch image retrieval | 3 | 1 | Feb 18, 2026 |
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| Login Time Prediction | 3 | 1 | Feb 21, 2026 |
|---|
| Stroke detection | 3 | 2 | Apr 7, 2026 |
|---|
| Inclination Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
|---|
| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
|---|
| Zero-Shot Video Recognition | 3 | 2 | Feb 18, 2026 |
|---|
| Rubric satisfaction evaluation | 3 | 1 | Feb 21, 2026 |
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| SQL Semantic Validation | 3 | 1 | Feb 21, 2026 |
|---|