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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 |
|---|---|---|---|---|
| Situated 3D Question Answering | 2 | 5 | Mar 31, 2026 | |
| Traditional Tampering Localization | 2 | 1 | Feb 24, 2026 | |
| Any-Point Visual Navigation | 2 | 1 | Feb 24, 2026 | |
| Backward Visual Navigation (To Start) | 2 | 1 | Feb 24, 2026 | |
| Tactile Hardness Regression | 2 | 1 | Feb 24, 2026 | |
| Hierarchical Semantic Segmentation | 2 | 1 | Feb 18, 2026 | |
| Lensless Image Reconstruction | 2 | 3 | Jun 16, 2026 | |
| Lungs Segmentation | 2 | 2 | Feb 25, 2026 | |
| Visual Counterfactual Explanation (Smile) |
|---|
| 2 |
| 1 |
| Feb 24, 2026 |
| Facial Reconstruction | 2 | 2 | Apr 1, 2026 |
|---|
| Video Text Tracking | 2 | 1 | Feb 18, 2026 |
|---|
| Visual Counterfactual Explanation (Age) | 2 | 1 | Feb 24, 2026 |
|---|
| Cross-View Loop Closure Detection | 2 | 1 | Feb 24, 2026 |
|---|
| 3D Body Mesh Recovery | 2 | 7 | May 26, 2026 |
|---|
| Model Pruning | 2 | 2 | May 14, 2026 |
|---|
| Sketch-to-Feedback Evaluation | 2 | 1 | Feb 24, 2026 |
|---|
| Image-level recognizability evaluation | 2 | 1 | Feb 24, 2026 |
|---|
| General Task | 2 | 3 | Jun 2, 2026 |
|---|
| Humanoid-Object Motion Tracking | 2 | 1 | Mar 4, 2026 |
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| Multimodal Relation Reasoning | 2 | 1 | Mar 4, 2026 |
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| Regional Captioning | 2 | 1 | Feb 25, 2026 |
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| Cross-view Object Correspondence | 2 | 2 | Apr 9, 2026 |
|---|
| Forward Visual Navigation (To End) | 2 | 1 | Feb 24, 2026 |
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| Task-wise classification accuracy | 2 | 1 | Feb 24, 2026 |
|---|
| Text Style Fidelity Assessment | 2 | 1 | Feb 18, 2026 |
|---|