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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 |
|---|---|---|---|---|
| Meta-Measure 2 (Ground-Truth Switch) | 3 | 1 | Feb 20, 2026 | |
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 | |
| Closed-loop verification | 3 | 1 | Feb 20, 2026 | |
| Lesion Detection and Volume Estimation | 3 | 1 | Feb 20, 2026 | |
| Text-driven Image Manipulation | 3 | 2 | Feb 18, 2026 | |
| Source Integrity | 3 | 1 | Feb 20, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Conditional Interpolation | 3 | 1 | Feb 18, 2026 | |
| Unsupervised Prediction |
| 3 |
| 1 |
| Feb 18, 2026 |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Instruction-Guided Video Editing | 3 | 4 | Jun 5, 2026 |
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| Learning latent dynamics | 3 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| PRP Faithfulness Evaluation | 3 | 1 | Feb 18, 2026 |
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| Sketch-to-shape generation | 3 | 1 | Feb 20, 2026 |
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| Dependency Semantic Role Labeling | 3 | 2 | Feb 18, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Joint Concept and Target Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|