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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 |
|---|---|---|---|---|
| Post-purification robustness | 2 | 1 | Feb 18, 2026 | |
| Aerial Visual Localization | 2 | 3 | Jun 29, 2026 | |
| GUI Agent Planning and Execution | 2 | 3 | Apr 16, 2026 | |
| Long-CoT Reasoning | 2 | 1 | Mar 13, 2026 | |
| Minimum cost flow problem | 2 | 1 | Feb 18, 2026 | |
| Unsupervised Domain Adaptation Classification | 2 | 3 | Feb 18, 2026 | |
| Graph embedding run-time analysis | 2 | 1 | Mar 13, 2026 | |
| Image Aesthetics Classification | 2 | 1 | Feb 18, 2026 | |
| Urban Sensing |
| 2 |
| 1 |
| Mar 13, 2026 |
| Online Data Assimilation | 2 | 1 | Feb 18, 2026 |
|---|
| Joint Demosaicking and Denoising | 2 | 1 | Feb 18, 2026 |
|---|
| Minimum cost vertex covering problem | 2 | 1 | Feb 18, 2026 |
|---|
| Multi-agent Social Dilemma Equality Evaluation | 2 | 1 | Feb 18, 2026 |
|---|
| Multimodal Vision-Language Evaluation | 2 | 2 | Apr 21, 2026 |
|---|
| Joint Denoising and Demosaicking | 2 | 2 | Jul 2, 2026 |
|---|
| General Downstream Evaluation | 2 | 2 | Jun 16, 2026 |
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| n-ary Relation Extraction | 2 | 2 | Feb 25, 2026 |
|---|
| 3D Human Disentanglement | 2 | 1 | Feb 18, 2026 |
|---|
| Edge-preserving image smoothing | 2 | 2 | Feb 20, 2026 |
|---|
| ODE Trajectory Fitting | 2 | 1 | Mar 13, 2026 |
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| ODE Parameter Recovery | 2 | 1 | Mar 13, 2026 |
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| Climate Pattern Segmentation | 2 | 2 | Feb 18, 2026 |
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| Edge Segmentation | 2 | 1 | Mar 13, 2026 |
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| Ovarian Cancer Detection | 2 | 1 | Mar 13, 2026 |
|---|
| Relational Triplet Extraction (RTE) | 2 | 1 | Feb 18, 2026 |
|---|