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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 |
|---|---|---|---|---|
| Identity Recovery Success | 3 | 1 | Feb 19, 2026 | |
| Cross-modal Vision-Language Retrieval | 3 | 1 | Feb 19, 2026 | |
| Sarcasm Understanding | 3 | 2 | Jun 5, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Graph-to-Text | 3 | 4 | Jul 1, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Single-Arm Tracking | 3 | 1 | Mar 13, 2026 | |
| Personalized Grounding | 3 | 1 | Feb 19, 2026 | |
| Diagnostic Personalization |
| 3 |
| 1 |
| Feb 19, 2026 |
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Dynamic Scene Reconstruction and Compression | 3 | 1 | Feb 19, 2026 |
|---|
| Length of Stay Prediction (LOS) | 3 | 5 | Jun 17, 2026 |
|---|
| Audiovisual Dialogue Description | 3 | 1 | Feb 19, 2026 |
|---|
| 6D Detection of Unseen Objects | 3 | 1 | Feb 19, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Unseen Object 2D Segmentation | 3 | 1 | Feb 19, 2026 |
|---|
| Imaging pipeline enhancement | 3 | 3 | Feb 18, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| End-to-end Open-Domain Question Answering | 3 | 11 | May 8, 2026 |
|---|
| 3DGS Compression Artifact Restoration | 3 | 1 | Feb 19, 2026 |
|---|
| Operator Regression | 3 | 1 | Feb 18, 2026 |
|---|
| Set Cover | 3 | 2 | May 29, 2026 |
|---|