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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 |
|---|---|---|---|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Compressed sensing MRI | 3 | 2 | Jun 23, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Detailed Captioning | 3 | 3 | Mar 17, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Multiview Registration | 3 | 1 | Feb 20, 2026 | |
| Span-based Semantic Role Labeling | 3 | 3 | Feb 18, 2026 | |
| 3D ball trajectory reconstruction |
| 3 |
| 1 |
| Mar 27, 2026 |
| Dependency-based Semantic Role Labeling | 3 | 3 | Feb 18, 2026 |
|---|
| Part-level 3D Generation | 3 | 3 | Mar 24, 2026 |
|---|
| Road Detection | 3 | 3 | Feb 18, 2026 |
|---|
| Answerability | 3 | 2 | Apr 30, 2026 |
|---|
| Rotation Accuracy | 3 | 1 | Feb 18, 2026 |
|---|
| Meta-Measure 4 (Structural Sensitivity - Erode) | 3 | 1 | Feb 20, 2026 |
|---|
| Class-Conditional Video Generation | 3 | 5 | Feb 20, 2026 |
|---|
| Unconstrained DPP MAP inference | 3 | 1 | Feb 27, 2026 |
|---|
| Unsupervised Depth and Defocus Learning | 3 | 1 | Feb 18, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 |
|---|
| Autonomous Driving Performance Evaluation | 3 | 2 | Apr 10, 2026 |
|---|
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 |
|---|
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 |
|---|