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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 |
|---|---|---|---|---|
| Clustering (Identity) | 1 | 2 | Feb 18, 2026 | |
| Relative Location Prediction | 1 | 1 | Feb 18, 2026 | |
| Clustering (Pose) | 1 | 3 | Feb 21, 2026 | |
| Latent-space disentanglement and controllability | 1 | 1 | Feb 27, 2026 | |
| Clustering (Type) | 1 | 2 | Feb 18, 2026 | |
| Patch Localization | 1 | 1 | Feb 18, 2026 | |
| Image Classification Certified Robustness | 1 | 1 | Feb 27, 2026 | |
| Bone Metastasis Segmentation | 1 | 1 | Feb 18, 2026 | |
| Visual subfield coverage optimization |
| 1 |
| 1 |
| Feb 18, 2026 |
| Real-world Multimodal Reasoning | 1 | 7 | Jun 30, 2026 |
|---|
| Chinese Culture Multimodal Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Prefix | 1 | 1 | Feb 18, 2026 |
|---|
| Steady-State Visual Evoked Potential decoding | 1 | 1 | Feb 18, 2026 |
|---|
| Suffix | 1 | 1 | Feb 18, 2026 |
|---|
| Compositional Visual Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Social Grouping | 1 | 1 | Feb 18, 2026 |
|---|
| Social Activity Detection | 1 | 1 | Feb 18, 2026 |
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| Multi-attribute classification | 1 | 1 | Feb 18, 2026 |
|---|
| Zero-Shot Facial Attribute Transfer | 1 | 1 | Feb 18, 2026 |
|---|
| CAM Faithfulness | 1 | 1 | Feb 18, 2026 |
|---|
| 2D joint distance estimation | 1 | 1 | Feb 18, 2026 |
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| 3D Shape and Pose Estimation | 1 | 1 | Feb 18, 2026 |
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| Edit Inspection Questions | 1 | 1 | Feb 18, 2026 |
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| Nuclei Instance Segmentation and Classification | 1 | 1 | Feb 18, 2026 |
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| Sound Target Segmentation | 1 | 1 | Feb 18, 2026 |
|---|