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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 |
|---|---|---|---|---|
| 3DGS Compression Artifact Restoration | 3 | 1 | Feb 19, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Joint class generation | 3 | 1 | Feb 18, 2026 | |
| Unseen Object 2D Segmentation | 3 | 1 | Feb 19, 2026 | |
| Commonsense Knowledge Generation | 3 | 2 | Feb 18, 2026 | |
| Generative Commonsense Reasoning | 3 | 3 | Mar 20, 2026 | |
| Visual Metonymy Interpretation | 3 | 1 | Feb 19, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Personalized Question Answering |
| 3 |
| 5 |
| May 14, 2026 |
| Personalized news headline generation | 3 | 4 | Jun 4, 2026 |
|---|
| Sequential Question Answering | 3 | 5 | Feb 22, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Efficiency-based paradigm discrimination | 3 | 1 | Feb 19, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Unsupervised Object Re-ID | 3 | 1 | Feb 18, 2026 |
|---|
| Set Cover | 3 | 2 | May 29, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Discriminative Reasoning | 3 | 1 | Feb 19, 2026 |
|---|
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|
| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
|---|
| Multi-modal Benchmarking | 3 | 6 | Jul 1, 2026 |
|---|
| Solving 1D advection-diffusion equation | 3 | 1 | Mar 26, 2026 |
|---|