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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 |
|---|---|---|---|---|
| Close-Ended Visual Question Answering | 3 | 3 | Jul 8, 2026 | |
| Stock Prediction and Portfolio Management | 3 | 1 | Feb 18, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Image Recognition and Noise Filtering | 3 | 1 | Feb 20, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Semantic Labeling | 3 | 1 | Feb 20, 2026 | |
| Domain Translation |
| 3 |
| 2 |
| Apr 21, 2026 |
| Text-to-Image In-Context Learning | 3 | 2 | Jul 9, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Multiview Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| 3D Object Description | 3 | 1 | Feb 20, 2026 |
|---|
| Response Length Prediction | 3 | 2 | Feb 19, 2026 |
|---|
| Knowledge QA | 3 | 4 | May 12, 2026 |
|---|
| Length Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Radar sequence prediction | 3 | 1 | Feb 20, 2026 |
|---|
| Long-term Visual Object Tracking | 3 | 3 | Feb 22, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Single image Grounding | 3 | 2 | Apr 14, 2026 |
|---|
| Species Distribution Modeling | 3 | 2 | Mar 10, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Anti-UAV Tracking | 3 | 2 | Feb 20, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|