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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 |
|---|---|---|---|---|
| Facial Expression Synthesis | 3 | 2 | Mar 18, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 | |
| Fine-grained Generic Event Boundary Detection | 3 | 1 | Feb 20, 2026 | |
| Noise Synthesis Similarity | 3 | 2 | Mar 6, 2026 | |
| Value Classification | 3 | 1 | Mar 27, 2026 | |
| Hallucination Examination | 3 | 2 | Jun 11, 2026 | |
| Sketch-to-shape generation | 3 | 1 | Feb 20, 2026 | |
| Driving Policy |
| 3 |
| 1 |
| Feb 20, 2026 |
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Coarse-grained Generic Event Boundary Detection | 3 | 1 | Feb 20, 2026 |
|---|
| Dialog utterance prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Shape-conditioned 3D object generation (geometric primitives) | 3 | 1 | Feb 20, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| dMRI Synthesis | 3 | 1 | Feb 18, 2026 |
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| Metastasis Detection | 3 | 2 | May 12, 2026 |
|---|
| Set Cover | 3 | 2 | May 29, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Event Partonomy Prediction | 3 | 1 | Feb 20, 2026 |
|---|
| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
|---|
| raw-to-sRGB | 3 | 1 | Feb 20, 2026 |
|---|
| NC vs. AD classification | 3 | 7 | Jun 19, 2026 |
|---|
| Solving 1D advection-diffusion equation | 3 | 1 | Mar 26, 2026 |
|---|
| Sarcasm Classification | 3 | 2 | Feb 19, 2026 |
|---|