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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 |
|---|---|---|---|---|
| object recognition | 111 | 62 | Jul 3, 2026 | |
| Table Question Answering | 111 | 80 | Jul 7, 2026 | |
| Generative Recommendation | 110 | 34 | Jun 23, 2026 | |
| Backdoor Detection | 110 | 34 | Jul 2, 2026 | |
| Knowledge Graph Completion | 110 | 51 | Jun 24, 2026 | |
| Image Dehazing | 110 | 98 | Jul 3, 2026 | |
| Tabular Data Synthesis | 109 | 22 | Jun 30, 2026 | |
| Dimensionality Reduction | 109 | 16 | Jun 29, 2026 | |
| Face Forgery Detection | 108 | 34 | Jul 7, 2026 | |
| Brain Tumor Segmentation |
| 108 |
| 88 |
| Jul 1, 2026 |
| Counterfactual Explanation | 108 | 18 | Jul 9, 2026 |
|---|
| Surface Normal Estimation | 108 | 106 | Jul 8, 2026 |
|---|
| Goal-conditioned Reinforcement Learning | 107 | 12 | May 26, 2026 |
|---|
| Uncertainty Estimation | 107 | 41 | Jul 1, 2026 |
|---|
| Jailbreaking | 107 | 65 | Jul 7, 2026 |
|---|
| Long-term time-series forecasting | 106 | 90 | Jun 26, 2026 |
|---|
| Object Counting | 106 | 75 | Jul 8, 2026 |
|---|
| Referring Image Segmentation | 106 | 59 | Jul 8, 2026 |
|---|
| Multi-agent coordination | 105 | 35 | Jun 30, 2026 |
|---|
| Topic Modeling | 104 | 34 | Jun 30, 2026 |
|---|
| Intent Classification | 104 | 68 | Jul 3, 2026 |
|---|
| Long-context Question Answering | 104 | 77 | Jul 8, 2026 |
|---|
| Math | 103 | 94 | Jul 9, 2026 |
|---|
| Image-to-Video Generation | 103 | 78 | Jul 8, 2026 |
|---|
| Face Anti-Spoofing | 103 | 29 | Jul 7, 2026 |
|---|