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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 |
|---|---|---|---|---|
| Generative Multiple-choice Question Answering | 2 | 1 | Feb 18, 2026 | |
| Generative multiple-choice | 2 | 1 | Feb 18, 2026 | |
| Agent-team recommendation | 2 | 1 | Feb 21, 2026 | |
| Subset Selection | 2 | 2 | Feb 18, 2026 | |
| Image Aesthetic Quality Assessment | 2 | 1 | Mar 20, 2026 | |
| Pair Classification | 2 | 2 | Jun 23, 2026 | |
| Cooperative Localization | 2 | 1 | Mar 13, 2026 | |
| Topic Controlled Generation | 2 | 2 | Feb 18, 2026 | |
| Long-CoT Reasoning |
| 2 |
| 1 |
| Mar 13, 2026 |
| Global Visual-Text Matching | 2 | 1 | Mar 13, 2026 |
|---|
| Graph embedding run-time analysis | 2 | 1 | Mar 13, 2026 |
|---|
| Urban Sensing | 2 | 1 | Mar 13, 2026 |
|---|
| Sim2Real Regression | 2 | 1 | Feb 18, 2026 |
|---|
| SAT Instance Generation | 2 | 2 | May 11, 2026 |
|---|
| Confidence Alignment | 2 | 2 | May 13, 2026 |
|---|
| Action-conditioned Video Prediction | 2 | 2 | Mar 6, 2026 |
|---|
| Personalized Image Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| ODE Trajectory Fitting | 2 | 1 | Mar 13, 2026 |
|---|
| Biography Generation | 2 | 2 | Feb 19, 2026 |
|---|
| Ovarian Cancer Detection | 2 | 1 | Mar 13, 2026 |
|---|
| General NLP Evaluation | 2 | 2 | Apr 10, 2026 |
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| Jigsaw | 2 | 2 | Mar 30, 2026 |
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| GUI Agent Planning and Execution | 2 | 3 | Apr 16, 2026 |
|---|
| Edge Segmentation | 2 | 1 | Mar 13, 2026 |
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| ODE Parameter Recovery | 2 | 1 | Mar 13, 2026 |
|---|