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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 |
|---|---|---|---|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Personalized Image Description Generation | 3 | 1 | Feb 20, 2026 | |
| Global Human Mesh Recovery | 3 | 1 | Feb 18, 2026 | |
| Adversarial Attack Success Rate | 3 | 7 | Jun 16, 2026 | |
| Instance-level and global segmentation | 3 | 1 | Feb 20, 2026 | |
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 | |
| Dynamic MR Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Meta-Measure 2 (Ground-Truth Switch) | 3 | 1 | Feb 20, 2026 | |
| 3 |
| 2 |
| May 28, 2026 |
| Zero-shot Semantic Segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Meta-Measure 3 (Noise Sensitivity) | 3 | 1 | Feb 20, 2026 |
|---|
| Closed-loop verification | 3 | 1 | Feb 20, 2026 |
|---|
| Lesion Detection and Volume Estimation | 3 | 1 | Feb 20, 2026 |
|---|
| OCR-based Text Recognition | 3 | 1 | Feb 18, 2026 |
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| Meta-Measure 4 (Structural Sensitivity - Erode) | 3 | 1 | Feb 20, 2026 |
|---|
| instanceOf triple classification | 3 | 2 | Mar 10, 2026 |
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| Road Topology | 3 | 4 | Mar 4, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Source Integrity | 3 | 1 | Feb 20, 2026 |
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| Confounding Detection | 3 | 1 | Feb 18, 2026 |
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| Out-of-Distribution Detection and Generalization | 3 | 2 | Feb 18, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|