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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 |
|---|---|---|---|---|
| Referring Reasoning | 1 | 1 | Feb 18, 2026 | |
| Multi-future trajectory prediction | 1 | 1 | Feb 18, 2026 | |
| Audio-Visual Sound Segmentation | 1 | 2 | Mar 4, 2026 | |
| Audio-referred visual grounding | 1 | 1 | Feb 18, 2026 | |
| Object Detection Attack | 1 | 1 | Feb 18, 2026 | |
| Object-based classification | 1 | 1 | Feb 18, 2026 | |
| Tumor Cellularity Assessment | 1 | 1 | Feb 18, 2026 | |
| Patch Classification and ROI Detection | 1 | 1 | Feb 18, 2026 | |
| Cross-Driving |
|---|
| 1 |
| 1 |
| Mar 10, 2026 |
| Multi-category object detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D amodal object detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Layout and Shape Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Graphic Layout Design | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Shape and Layout Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Generative-based adversarial attack detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Object Shape and Layout Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Character Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Anthropometric measurement estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Region Proposal Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Occluding Boundary Accuracy | 1 | 1 | Feb 18, 2026 |
|---|
| Deep Watermarking | 1 | 2 | Feb 20, 2026 |
|---|
| Wildlife Species Classification | 1 | 4 | Feb 18, 2026 |
|---|
| Long-form Egocentric Video Understanding | 1 | 2 | Feb 20, 2026 |
|---|
| Amodal 3D Object Proposal | 1 | 1 | Feb 18, 2026 |
|---|
| Instance-wise Federated Unlearning | 1 | 1 | Feb 18, 2026 |
|---|