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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 |
|---|---|---|---|---|
| Conformal Node Classification | 3 | 2 | Feb 21, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| EOL Indication | 3 | 1 | Feb 18, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Time-dependent Semilinear Heat equation | 3 | 1 | Feb 18, 2026 | |
| Video-based Human Mesh Recovery | 3 | 2 | Feb 18, 2026 | |
| Symmetric point cloud matching | 3 | 1 | Feb 18, 2026 | |
| Multi-object grounding | 3 | 3 | Apr 27, 2026 | |
| Context-faithful Question Answering |
| 3 |
| 2 |
| Feb 25, 2026 |
| Channel Inference | 3 | 1 | Mar 31, 2026 |
|---|
| Camera Coordinate 3D tracking | 3 | 1 | Feb 20, 2026 |
|---|
| 3D Measurement Accuracy | 3 | 1 | Feb 20, 2026 |
|---|
| Multi-grained Video Cooperative Understanding | 3 | 1 | Feb 20, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Syntactic Evaluation | 3 | 3 | Feb 18, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Gaussian grayscale image denoising | 3 | 2 | Feb 18, 2026 |
|---|
| Put Spoon on Towel | 3 | 3 | Feb 21, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Set Cover | 3 | 2 | May 29, 2026 |
|---|
| Privacy Recognition | 3 | 3 | Mar 30, 2026 |
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| Deep Face Attribution | 3 | 1 | Feb 20, 2026 |
|---|
| Fingerprinting | 3 | 3 | Jun 4, 2026 |
|---|