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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 |
|---|---|---|---|---|
| Open-Vocabulary 3D Scene Segmentation | 3 | 2 | Apr 7, 2026 | |
| Conditional Molecule Generation | 3 | 5 | May 11, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Off-road Traversable Area Segmentation | 3 | 1 | Feb 20, 2026 | |
| Backward Tracing | 3 | 5 | May 11, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Perceptual Quality Assessment | 3 | 3 | Jul 1, 2026 | |
| Multimodal Event Forecasting |
| 3 |
| 1 |
| Mar 27, 2026 |
| Multi-camera tracking | 3 | 2 | Jun 12, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Character Image Animation | 3 | 3 | Mar 10, 2026 |
|---|
| Multi-label Binary Classification | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Sim2real Unpaired Image Translation | 3 | 1 | Feb 20, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Sketch-to-Photo Generation | 3 | 2 | Mar 11, 2026 |
|---|
| Sound Localization | 3 | 2 | Feb 18, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Move Cube | 3 | 1 | Feb 20, 2026 |
|---|
| Image-to-3D Reconstruction | 3 | 3 | Jun 12, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Obstacle Detection | 3 | 2 | Jun 5, 2026 |
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| Set Cover | 3 | 2 | May 29, 2026 |
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| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|