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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 |
|---|---|---|---|---|
| Financial Language Understanding | 2 | 2 | Mar 20, 2026 | |
| Dynamic Animal Body Modeling | 2 | 1 | Feb 18, 2026 | |
| Text Style Fidelity Assessment | 2 | 1 | Feb 18, 2026 | |
| Articulation Recognition | 2 | 1 | Feb 27, 2026 | |
| GUI Agent Planning and Execution | 2 | 3 | Apr 16, 2026 | |
| Incremental Task Learning (ITL) | 2 | 1 | Feb 18, 2026 | |
| Visual Repetition Counting | 2 | 1 | Feb 18, 2026 | |
| Long-CoT Reasoning | 2 | 1 | Mar 13, 2026 | |
| Incremental Domain Learning (IDL) |
| 2 |
| 1 |
| Feb 18, 2026 |
| Global Visual-Text Matching | 2 | 1 | Mar 13, 2026 |
|---|
| Story Ending Generation | 2 | 4 | Feb 18, 2026 |
|---|
| Graph embedding run-time analysis | 2 | 1 | Mar 13, 2026 |
|---|
| Evasion classification | 2 | 1 | Mar 16, 2026 |
|---|
| Temporal Activity Localization | 2 | 3 | Feb 25, 2026 |
|---|
| Generative Multiple-choice Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Cooperative Localization | 2 | 1 | Mar 13, 2026 |
|---|
| Generative multiple-choice | 2 | 1 | Feb 18, 2026 |
|---|
| Subset Selection | 2 | 2 | Feb 18, 2026 |
|---|
| Pair Classification | 2 | 2 | Jun 23, 2026 |
|---|
| Edge Segmentation | 2 | 1 | Mar 13, 2026 |
|---|
| Topic Controlled Generation | 2 | 2 | Feb 18, 2026 |
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| ODE Trajectory Fitting | 2 | 1 | Mar 13, 2026 |
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| ODE Parameter Recovery | 2 | 1 | Mar 13, 2026 |
|---|
| Ovarian Cancer Detection | 2 | 1 | Mar 13, 2026 |
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| Gene Expression CAGE Prediction | 2 | 1 | Mar 13, 2026 |
|---|