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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 |
|---|---|---|---|---|
| Feature Attribution | 47 | 23 | Jun 29, 2026 | |
| Spoken Question Answering | 47 | 22 | Jul 8, 2026 | |
| General Knowledge | 47 | 85 | Jul 8, 2026 | |
| Landmark Detection | 46 | 23 | Jun 23, 2026 | |
| Video Recognition | 46 | 43 | Jun 25, 2026 | |
| Off-policy Evaluation | 46 | 14 | Jun 19, 2026 | |
| Text Detection | 46 | 62 | Jun 29, 2026 | |
| Click-Through Rate Prediction | 46 | 44 | Jun 4, 2026 | |
| Speech Quality Assessment | 46 | 12 | May 25, 2026 | |
| Counterfactual Explanations |
| 46 |
| 15 |
| Jul 7, 2026 |
| Surrogate Modeling | 46 | 9 | Jun 11, 2026 |
|---|
| Shape Reconstruction | 46 | 22 | Jul 2, 2026 |
|---|
| Metric Depth Estimation | 46 | 18 | Jul 8, 2026 |
|---|
| Multi-modal Understanding | 46 | 72 | Jul 9, 2026 |
|---|
| Misclassification Detection | 46 | 16 | Jul 9, 2026 |
|---|
| Shadow Removal | 46 | 27 | Jul 9, 2026 |
|---|
| Depth Prediction | 46 | 52 | Jun 30, 2026 |
|---|
| Document Question Answering | 46 | 44 | Jun 30, 2026 |
|---|
| Open Set Recognition | 46 | 14 | Jul 7, 2026 |
|---|
| Compositional Reasoning | 46 | 40 | Jul 7, 2026 |
|---|
| Open-Vocabulary Segmentation | 46 | 27 | Jun 23, 2026 |
|---|
| Adversarial Attack Detection | 46 | 15 | Jun 30, 2026 |
|---|
| Point Map Estimation | 45 | 29 | Jun 23, 2026 |
|---|
| Sudoku Solving | 45 | 31 | Jul 9, 2026 |
|---|
| 3D Object Reconstruction | 45 | 34 | Jul 7, 2026 |
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