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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 |
|---|---|---|---|---|
| Story Generation | 49 | 31 | Jul 2, 2026 | |
| Multimodal Sentiment Analysis | 49 | 77 | Jul 9, 2026 | |
| Tabular Anomaly Detection | 49 | 10 | Jun 4, 2026 | |
| Federated Unlearning | 49 | 12 | Jun 16, 2026 | |
| LLM Inference | 49 | 22 | Jun 29, 2026 | |
| Medical Diagnosis | 48 | 22 | Jun 15, 2026 | |
| Traffic Prediction | 48 | 19 | Jun 29, 2026 | |
| Performance Prediction | 48 | 12 | Jul 7, 2026 | |
| Referring Segmentation | 48 | 33 | Jul 8, 2026 | |
| Grounding |
| 48 |
| 34 |
| Jul 8, 2026 |
| 30-day ahead forecasting | 48 | 1 | May 6, 2026 |
|---|
| Translation | 48 | 29 | Jul 1, 2026 |
|---|
| Object Segmentation | 48 | 21 | Jul 8, 2026 |
|---|
| Deception Detection | 48 | 18 | Jun 23, 2026 |
|---|
| Cardiac Segmentation | 48 | 48 | Jul 2, 2026 |
|---|
| Deraining | 48 | 51 | Jun 23, 2026 |
|---|
| Conversational Question Answering | 48 | 34 | Jun 29, 2026 |
|---|
| Visual SLAM | 48 | 16 | Jul 8, 2026 |
|---|
| Instruction-based Image Editing | 47 | 27 | Jun 11, 2026 |
|---|
| Feature Attribution | 47 | 23 | Jun 29, 2026 |
|---|
| Spoken Question Answering | 47 | 22 | Jul 8, 2026 |
|---|
| Model Routing | 47 | 12 | Jun 30, 2026 |
|---|
| Spatial Understanding | 47 | 25 | Jul 8, 2026 |
|---|
| Dynamic View Synthesis | 47 | 14 | Jul 3, 2026 |
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| Goal Reaching | 47 | 14 | Jun 30, 2026 |
|---|