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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 |
|---|---|---|---|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Imaging pipeline enhancement | 3 | 3 | Feb 18, 2026 | |
| Unseen Object 2D Segmentation | 3 | 1 | Feb 19, 2026 | |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 | |
| End-to-end Open-Domain Question Answering | 3 | 11 | May 8, 2026 | |
| Operator Regression | 3 | 1 | Feb 18, 2026 | |
| Value Classification | 3 | 1 | Mar 27, 2026 | |
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 | |
| 3DGS Compression Artifact Restoration |
| 3 |
| 1 |
| Feb 19, 2026 |
| Representational Similarity Analysis | 3 | 1 | Feb 18, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| 6D Detection of Unseen Objects | 3 | 1 | Feb 19, 2026 |
|---|
| Language-guided Video Object Segmentation | 3 | 1 | Feb 27, 2026 |
|---|
| Perceptual Image Super-Resolution | 3 | 1 | Mar 30, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Video Preference Alignment | 3 | 2 | Feb 20, 2026 |
|---|
| Text-to-Code Retrieval | 3 | 1 | Feb 18, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Video Generation Assessment | 3 | 2 | May 28, 2026 |
|---|
| Dynamic Scene Reconstruction and Compression | 3 | 1 | Feb 19, 2026 |
|---|
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|
| Logic puzzle reasoning | 3 | 1 | Feb 19, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Dark Web activity classification | 3 | 1 | Feb 18, 2026 |
|---|