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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 |
|---|---|---|---|---|
| Lesion Detection and Volume Estimation | 3 | 1 | Feb 20, 2026 | |
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 | |
| Meta-Measure 3 (Noise Sensitivity) | 3 | 1 | Feb 20, 2026 | |
| Meta-Measure 4 (Structural Sensitivity - Erode) | 3 | 1 | Feb 20, 2026 | |
| Meta-Measure 2 (Ground-Truth Switch) | 3 | 1 | Feb 20, 2026 | |
| Lunar Landing | 3 | 1 | Feb 18, 2026 | |
| Target Acquisition | 3 | 1 | Feb 18, 2026 | |
| Satellite-to-Ground image synthesis | 3 | 1 | Mar 30, 2026 | |
| Visual instructional feedback evaluation |
| 3 |
| 1 |
| Mar 27, 2026 |
| Personalized Image Description Generation | 3 | 1 | Feb 20, 2026 |
|---|
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 |
|---|
| Linear Programming | 3 | 2 | Feb 18, 2026 |
|---|
| Multimodal In-Context Learning | 3 | 3 | Apr 16, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Source Integrity | 3 | 1 | Feb 20, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Graph property regression | 3 | 3 | Mar 4, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Directed graph reconstruction | 3 | 1 | Feb 18, 2026 |
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| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 |
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| Multi-task Image Restoration | 3 | 4 | Jun 29, 2026 |
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| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Color Classification | 3 | 3 | Feb 21, 2026 |
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| Texture Swapping | 3 | 1 | Feb 18, 2026 |
|---|