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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 |
|---|---|---|---|---|
| Scaffold decoration | 3 | 2 | Jun 8, 2026 | |
| Temporal Knowledge Probing | 3 | 1 | Feb 18, 2026 | |
| Continual Knowledge Learning | 3 | 1 | Feb 18, 2026 | |
| Multi-modal Tracking | 3 | 2 | Mar 17, 2026 | |
| Counterfactual Sampling | 3 | 1 | Feb 18, 2026 | |
| Privacy Recognition | 3 | 3 | Mar 30, 2026 | |
| Facial Reenactment | 3 | 2 | Apr 23, 2026 | |
| Memory & Reasoning | 3 | 1 | Feb 18, 2026 | |
| Context Compression & QA | 3 | 1 | Feb 18, 2026 | |
| Point Cloud Super-Resolution |
|---|
| 3 |
| 1 |
| Feb 18, 2026 |
| Cross-identity Face Reenactment | 3 | 2 | Feb 18, 2026 |
|---|
| Pressure field prediction | 3 | 2 | May 29, 2026 |
|---|
| Deep Face Attribution | 3 | 1 | Feb 20, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| NC vs. AD classification | 3 | 7 | Jun 19, 2026 |
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| Transition Prediction | 3 | 2 | May 13, 2026 |
|---|
| Joint DR Grading and Lesion Classification | 3 | 1 | Feb 20, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| 3D Object Addition | 3 | 2 | Mar 19, 2026 |
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| Text-based avatar creation | 3 | 1 | Feb 18, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Metallicity Prediction | 3 | 2 | Apr 21, 2026 |
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| Temporal Activity Detection | 3 | 3 | Feb 18, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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